HR job title
- Distinguished Professor
- Contact Info
- 1 979 845 3141
Carroll, Raymond Distinguished Professor
Positions
- Distinguished Professor, Statistics, College of Arts and Sciences
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Overview
Publications
selected publications
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academic article
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Bhadra, A., Wei, R., Keogh, R., Kipnis, V., Midthune, D., Buckman, D. W., ... Carroll, R. J.
(2024).
Measurement error models with zero inflation and multiple sources of zeros, with applications to hard zeros. Lifetime Data Analysis.
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Tekwe, C. D., Zhang, M., Carroll, R. J., Luan, Y., Xue, L., Zoh, R. S., ... Geraci, M.
(2022).
Estimation of sparse functional quantile regression with measurement error: a SIMEX approach. Biostatistics.
23(4), 1218-1241.
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Yi, G. Y., He, W., & Carroll, R. J.
(2022).
Feature screening with large-scale and high-dimensional survival data. Biometrics.
78(3), 894-907.
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Feng, O. Y., Chen, Y., Han, Q., Carroll, R. J., & Samworth, R. J.
(2022).
Nonparametric, tuning-free estimation of S-shaped functions. Journal of the Royal Statistical Society Series B: Statistical Methodology.
84(4), 1324-1352.
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Dai, G., Ma, Y., Hasler, J., Chen, J., & Carroll, R. J.
(2022).
A robust approach for electronic health record-based case-control studies with contaminated case pools. Biometrics.
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Cui, E., Thompson, E. C., Carroll, R. J., & Ruppert, D.
(2022).
A semiparametric risk score for physical activity. Statistics in Medicine.
41(7), 1191-1204.
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Parast, L., Garcia, T. P., Prentice, R. L., & Carroll, R. J.
(2022).
Robust methods to correct for measurement error when evaluating a surrogate marker. Biometrics.
78(1), 9-23.
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Perez Gomez, A. A., Karmakar, M., Carroll, R. J., Lawley, K. S., Amstalden, K., Young, C. R., ... Brinkmeyer-Langford, C.
(2021).
Genetic and immunological contributors to virus-induced paralysis. Brain, Behavior, and Immunity - Health.
18, 100395-100395.
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Duan, R., Ning, Y., Wang, S., Lindsay, B. G., Carroll, R. J., & Chen, Y.
(2020).
A fast score test for generalized mixture models. Biometrics.
76(3), 811-820.
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Zhang, X., Zou, G., Liang, H., & Carroll, R. J.
(2020).
Parsimonious Model Averaging With a Diverging Number of Parameters. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
115(530), 972-984.
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Maity, A. K., Carroll, R. J., & Mallick, B. K.
(2019).
Integration of Survival and Binary Data for Variable Selection and Prediction: A Bayesian Approach. 68(5), 1577-1595.
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Zhang, X., Ma, Y., & Carroll, R. J.
(2019).
MALMEM: model averaging in linear measurement error models. 81(4), 763-779.
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Xu, Y., Kim, I., & Carroll, R. J.
(2019).
A hybrid omnibus test for generalized semiparametric single-index models with high-dimensional covariate sets. Biometrics.
75(3), 757-767.
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Liang, L., Ma, Y., & Carroll, R. J.
(2019).
A semiparametric efficient estimator in case-control studies for gene-environment independent models. Journal of Multivariate Analysis.
173, 38-50.
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Tekwe, C. D., Zoh, R. S., Yang, M., Carroll, R. J., Honvoh, G., Allison, D. B., Benden, M., & Xue, L.
(2019).
Instrumental variable approach to estimating the scalar-on-function regression model with measurement error with application to energy expenditure assessment in childhood obesity. Statistics in Medicine.
38(20), 3764-3781.
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Siddique, J., Daniels, M. J., Carroll, R. J., Raghunathan, T. E., Stuart, E. A., & Freedman, L. S.
(2019).
Measurement error correction and sensitivity analysis in longitudinal dietary intervention studies using an external validation study. Biometrics.
75(3), 927-937.
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Keadle, S. K., Kravitz, E. S., Matthews, C. E., Tseng, M., & Carroll, R. J.
(2019).
Development and Testing of an Integrated Score for Physical Behaviors. 51(8), 1759-1766.
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Zhang, Y., Li, H., Keadle, S. K., Matthews, C. E., & Carroll, R. J.
(2019).
A Review of Statistical Analyses on Physical Activity Data Collected from Accelerometers. Statistics in Biosciences.
11(2), 465-476.
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Ma, S., Zhu, L., Zhang, Z., Tsai, C., & Carroll, R. J.
(2019).
A ROBUST AND EFFICIENT APPROACH TO CAUSAL INFERENCE BASED ON SPARSE SUFFICIENT DIMENSION REDUCTION. ANNALS OF STATISTICS.
47(3), 1505-1535.
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Lee, U., Garcia, T. P., Carroll, R. J., Gilbreath, K. R., & Wu, G.
(2019).
Analysis of repeated measures data in nutrition research. Frontiers in Bioscience.
24(8), 1377-1389.
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Gray, C. M., Carroll, R. J., Lentjes, M., & Keogh, R. H.
(2019).
Correcting for measurement error in fractional polynomial models using Bayesian modelling and regression calibration, with an application to alcohol and mortality. Biometrical Journal.
61(3), 558-573.
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Cao, J., Soiaporn, K., Carroll, R. J., & Ruppert, D.
(2019).
Modeling and Prediction of Multiple Correlated Functional Outcomes. Journal of Agricultural, Biological, and Environmental Statistics.
24(1), 112-129.
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Bailey, R. L., Dodd, K. W., Gahche, J. J., Dwyer, J. T., Cowan, A. E., Jun, S., ... Tooze, J. A.
(2019).
Best Practices for Dietary Supplement Assessment and Estimation of Total Usual Nutrient Intakes in Population-Level Research and Monitoring. Journal of Nutrition.
149(2), 181-197.
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Zoh, R. S., Sarkar, A., Carroll, R. J., & Mallick, B. K.
(2018).
A Powerful Bayesian Test for Equality of Means in High Dimensions. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
113(524), 1733-1741.
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Su, Y. a., Reedy, J., & Carroll, R. J.
(2018).
Clustering in General Measurement Error Models. STATISTICA SINICA.
28(4), 2337-2351.
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Liang, L., Ma, Y., Wei, Y., & Carroll, R. J.
(2018).
Semiparametrically efficient estimation in quantile regression of secondary analysis. 80(4), 625-648.
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Sun, R., Carroll, R. J., Christiani, D. C., & Lin, X.
(2018).
Testing for gene-environment interaction under exposure misspecification. Biometrics.
74(2), 653-662.
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Tekwe, C. D., Zoh, R. S., Bazer, F. W., Wu, G., & Carroll, R. J.
(2018).
Functional multiple indicators, multiple causes measurement error models. Biometrics.
74(1), 127-134.
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Matthews, C. E., Kozey Keadle, S., Moore, S. C., Schoeller, D. S., Carroll, R. J., Troiano, R. P., & Sampson, J. N.
(2018).
Measurement of Active and Sedentary Behavior in Context of Large Epidemiologic Studies. Medicine & Science in Sports & Exercise.
50(2), 266-276.
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Li, H., Staudenmayer, J., Wang, T., Keadle, S. K., & Carroll, R. J.
(2018).
Three-part joint modeling methods for complex functional data mixed with zero-and-one-inflated proportions and zero-inflated continuous outcomes with skewness. Statistics in Medicine.
37(4), 611-626.
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Sarkar, A., Pati, D., Chakraborty, A., Mallick, B. K., & Carroll, R. J.
(2018).
Bayesian Semiparametric Multivariate Density Deconvolution. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
113(521), 401-416.
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Kim, J. S., Staicu, A., Maity, A., Carroll, R. J., & Ruppert, D.
(2018).
Additive Function-on-Function Regression. Journal of Computational And Graphical Statistics (JCGS).
27(1), 234-244.
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Blas Achic, B. G., Wang, T., Su, Y. a., Kipnis, V., Dodd, K., & Carroll, R. J.
(2018).
Categorizing a continuous predictor subject to measurement error. Electronic Journal of Statistics.
12(2), 4032-4056.
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Liang, L., Carroll, R., & Ma, Y.
(2018).
Dimension reduction and estimation in the secondary analysis of case-control studies. Electronic Journal of Statistics.
12(1), 1782-1821.
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Stalder, O., Asher, A., Liang, L., Carroll, R. J., Ma, Y., & Chatterjee, N.
(2017).
Semiparametric analysis of complex polygenic gene-environment interactions in case-control studies. 104(4), 801-812.
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Li, H., Zhang, Y., Carroll, R. J., Keadle, S. K., Sampson, J. N., & Matthews, C. E.
(2017).
A joint modeling and estimation method for multivariate longitudinal data with mixed types of responses to analyze physical activity data generated by accelerometers. Statistics in Medicine.
36(25), 4028-4040.
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Ma, S., Ma, Y., Wang, Y., Kravitz, E. S., & Carroll, R. J.
(2017).
A Semiparametric Single-Index Risk Score Across Populations. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
112(520), 1648-1662.
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Zhang, X., Wang, H., Ma, Y., & Carroll, R. J.
(2017).
Linear Model Selection when Covariates Contain Errors. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
112(520), 1553-1561.
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Zhang, X., Cao, J., & Carroll, R. J.
(2017).
Estimating varying coefficients for partial differential equation models. Biometrics.
73(3), 949-959.
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Lee, D., Carroll, R. J., & Sinha, S.
(2017).
Frequentist Standard Errors of Bayes Estimators. Computational Statistics.
32(3), 867-888.
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Gao, X., & Carroll, R. J.
(2017).
Data integration with high dimensionality. Biometrika.
104(2), 251-272.
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Pfeiffer, R. M., Redd, A., & Carroll, R. J.
(2017).
On the impact of model selection on predictor identification and parameter inference. 32(2), 667-690.
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Cook, S. J., Blas, B., Carroll, R. J., & Sinha, S.
(2017).
Two Wrongs Make a Right: Addressing Underreporting in Binary Data from Multiple Sources. Political Analysis.
25(2), 223-240.
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Liu, J., Ma, Y., Zhu, L., & Carroll, R. J.
(2017).
Estimation and inference of error-prone covariate effect in the presence of confounding variables. Electronic Journal of Statistics.
11(1), 480-501.
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Bertrand, A., Legrand, C., Carroll, R. J., De Meester, C., & Van Keilegom, I.
(2017).
Inference in a survival cure model with mismeasured covariates using a simulation-extrapolation approach. Political Analysis.
104(1), 31-50.
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Ritchie, L. E., Taddeo, S. S., Weeks, B. R., Carroll, R. J., Dykes, L., Rooney, L. W., & Turner, N. D.
(2017).
Impact of Novel Sorghum Bran Diets on DSS-Induced Colitis. Nutrients.
9(4), 330-330.
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Hong, C., Ning, Y., Wang, S., Wu, H., Carroll, R. J., & Chen, Y.
(2017).
PLMET: A Novel Pseudolikelihood-Based EM Test for Homogeneity in Generalilzed Exponential Tilt Mixture Models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
112(520), 1393-1404.
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Keadle, S. K., Sampson, J. N., Li, H., Lyden, K., Matthews, C. E., & Carroll, R. J.
(2017).
An Evaluation of Accelerometer-derived Metrics to Assess Daily Behavioral Patterns. Medicine & Science in Sports & Exercise.
49(1), 54-63.
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Ma, S., Lian, H., Liang, H., & Carroll, R. J.
(2017).
SiAM: A Hybrid of Single Index Models and Additive Models. Electronic Journal of Statistics.
11(1), 2397-2423.
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Potgieter, C. J., Wei, R., Kipnis, V., Freedman, L. S., & Carroll, R. J.
(2016).
Moment reconstruction and moment-adjusted imputation when exposure is generated by a complex, nonlinear random effects modeling process. Biometrics.
72(4), 1369-1377.
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Zoh, R. S., Mallick, B., Ivanov, I., Baladandayuthapani, V., Manyam, G., Chapkin, R. S., Lampe, J. W., & Carroll, R. J.
(2016).
PCAN: Probabilistic correlation analysis of two non-normal data sets. Biometrics.
72(4), 1358-1368.
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Huque, M. H., Carroll, R. J., Diao, N., Christiani, D. C., & Ryan, L. M.
(2016).
Exposure Enriched Case-Control (EECC) Design for the Assessment of Gene-Environment Interaction. Genetic Epidemiology.
40(7), 570-578.
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Keogh, R. H., Carroll, R. J., Tooze, J. A., Kirkpatrick, S. I., & Freedman, L. S.
(2016).
Statistical issues related to dietary intake as the response variable in intervention trials. Statistics in Medicine.
35(25), 4493-4508.
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Tooze, J. A., Freedman, L. S., Carroll, R. J., Midthune, D., & Kipnis, V.
(2016).
The impact of stratification by implausible energy reporting status on estimates of diet-health relationships. Biometrical Journal.
58(6), 1538-1551.
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Huque, M. H., Bondell, H. D., Carroll, R. J., & Ryan, L. M.
(2016).
Spatial regression with covariate measurement error: A semiparametric approach. Biometrics.
72(3), 678-686.
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Sampson, J. N., Matthews, C. E., Freedman, L., Carroll, R. J., & Kipnis, V.
(2016).
Methods to Assess Measurement Error in Questionnaires of Sedentary Behavior. 43(9), 1706-1721.
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Masiuk, S. V., Shklyar, S. V., Kukush, A. G., Carroll, R. J., Kovgan, L. N., & Likhtarov, I. A.
(2016).
Estimation of radiation risk in presence of classical additive and Berkson multiplicative errors in exposure doses. Biostatistics.
17(3), 422-436.
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Bhadra, A., & Carroll, R. J.
(2016).
Exact sampling of the unobserved covariates in Bayesian spline models for measurement error problems. Statistics and Computing.
26(4), 827-840.
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Gail, M. H., Wu, J., Wang, M., Yaun, S., Cook, N. R., Eliassen, A. H., ... Carroll, R. J.
(2016).
Calibration and seasonal adjustment for matched case-control studies of vitamin D and cancer. Statistics in Medicine.
35(13), 2133-2148.
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Midthune, D., Carroll, R. J., Freedman, L. S., & Kipnis, V.
(2016).
Measurement error models with interactions. Biostatistics.
17(2), 277-290.
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Alexeeff, S. E., Carroll, R. J., & Coull, B.
(2016).
Spatial measurement error and correction by spatial SIMEX in linear regression models when using predicted air pollution exposures. Biostatistics.
17(2), 377-389.
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Kipnis, V., Freedman, L. S., Carroll, R. J., & Midthune, D.
(2016).
A bivariate measurement error model for semicontinuous and continuous variables: Application to nutritional epidemiology. Biometrics.
72(1), 106-115.
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Chatterjee, N., Chen, Y., Maas, P., & Carroll, R. J.
(2016).
Constrained Maximum Likelihood Estimation for Model Calibration Using Summary-level Information from External Big Data Sources. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
111(513), 107-117.
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De la Cruz, R., Meza, C., Arribas-Gil, A., & Carroll, R. J.
(2016).
Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements. Journal of Multivariate Analysis.
143, 94-106.
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Li, H., Kozey-Keadle, S., Kipnis, V., & Carroll, R. J.
(2016).
Longitudinal functional additive model with continuous proportional outcomes for physical activity data. 5(1), 242-250.
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Chatterjee, N., Chen, Y., Maas, P., & Carroll, R. J.
(2016).
Rejoinder. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
111(513), 130-131.
-
Ma, Y., & Carroll, R. J.
(2016).
Semiparametric Estimation in the Secondary Analysis of Case-Control Studies. Journal of the Royal Statistical Society Series B: Statistical Methodology.
78(1), 127-151.
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Assaad, H. I., Hou, Y., Zhou, L., Carroll, R. J., & Wu, G.
(2015).
Rapid publication-ready MS-Word tables for two-way ANOVA. SpringerPlus.
4(1), 33.
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Freedman, L. S., Midthune, D., Dodd, K. W., Carroll, R. J., & Kipnis, V.
(2015).
A statistical model for measurement error that incorporates variation over time in the target measure, with application to nutritional epidemiology. Statistics in Medicine.
34(27), 3590-3605.
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Freedman, L. S., Midthune, D., Carroll, R. J., Commins, J. M., Arab, L., Baer, D. J., ... Kipnis, V.
(2015).
Application of a New Statistical Model for Measurement Error to the Evaluation of Dietary Self-report Instruments. 26(6), 925-933.
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Hong, M. Y., Turner, N. D., Murphy, M. E., Carroll, R. J., Chapkin, R. S., & Lupton, J. R.
(2015).
In vivo regulation of colonic cell proliferation, differentiation, apoptosis, and P27Kip1 by dietary fish oil and butyrate in rats. Cancer Prevention Research.
8(11), 1076-1083.
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Shujie, M. A., Carroll, R. J., Liang, H., & Xu, S.
(2015).
Estimation and Inference in Generalized Additive Coefficient Models for Nonlinear Interactions with High-Dimensional Covariates. ANNALS OF STATISTICS.
43(5), 2102-2131.
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Zhang, X., Zou, G., & Carroll, R. J.
(2015).
MODEL AVERAGING BASED ON KULLBACK-LEIBLER DISTANCE. STATISTICA SINICA.
25(4), 1583-1598.
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Li, H., Kozey Keadle, S., Staudenmayer, J., Assaad, H., Huang, J. Z., & Carroll, R. J.
(2015).
Methods to assess an exercise intervention trial based on 3-level functional data. Biostatistics.
16(4), 754-771.
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Wang, Y., Wang, S., & Carroll, R. J.
(2015).
The direct integral method for confidence intervals for the ratio of two location parameters. Biometrics.
71(3), 704-713.
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Gregory, K. B., Carroll, R. J., Baladandayuthapani, V., & Lahiri, S. N.
(2015).
A Two-Sample Test for Equality of Means in High Dimension. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
110(510), 837-849.
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Yi, G. Y., Ma, Y., Spiegelman, D., & Carroll, R. J.
(2015).
Functional and Structural Methods with Mixed Measurement Error and Misclassification in Covariates. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
110(510), 681-696.
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Qi, X., Luo, R., Carroll, R. J., & Zhao, H.
(2015).
Sparse Regression by Projection and Sparse Discriminant Analysis. Journal of Computational And Graphical Statistics (JCGS).
24(2), 416-438.
-
Zhang, X., Cao, J., & Carroll, R. J.
(2015).
On the selection of ordinary differential equation models with application to predator-prey dynamical models. Biometrics.
71(1), 131-138.
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Ritchie, L. E., Sturino, J. M., Carroll, R. J., Rooney, L. W., Azcarate-Peril, M. A., & Turner, N. D.
(2015).
Polyphenol-rich sorghum brans alter colon microbiota and impact species diversity and species richness after multiple bouts of dextran sodium sulfate-induced colitis. FEMS MICROBIOLOGY ECOLOGY.
91(3), fiv008.
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Freedman, L. S., Carroll, R. J., Neuhouser, M. L., Prentice, R. L., Spiegelman, D., Subar, A. F., Tinker, L. F., & Willett, W.
(2015).
Reply to E Archer and SN Blair. Advances in Nutrition.
6(4), 489-489.
-
Lian, H., Liang, H., & Carroll, R. J.
(2015).
Variance Function Partially Linear Single-Index Models1. Journal of the Royal Statistical Society Series B: Statistical Methodology.
77(1), 171-194.
-
Staicu, A., Lahiri, S. N., & Carroll, R. J.
(2015).
Significance tests for functional data with complex dependence structure. Journal of Statistical Planning and Inference.
156, 1-13.
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Sarkar, A., Mallick, B. K., & Carroll, R. J.
(2014).
Bayesian semiparametric regression in the presence of conditionally heteroscedastic measurement and regression errors. Biometrics.
70(4), 823-834.
-
Li, H., Staudenmayer, J., & Carroll, R. J.
(2014).
Hierarchical functional data with mixed continuous and binary measurements. Biometrics.
70(4), 802-811.
-
Assaad, H. I., Zhou, L., Carroll, R. J., & Wu, G.
(2014).
Rapid publication-ready MS-Word tables for one-way ANOVA. SpringerPlus.
3(1), 474.
-
Sauerbrei, W., Abrahamowicz, M., Altman, D. G., le Cessie, S., Carpenter, J., & STRATOS initiative.
(2014).
STRengthening analytical thinking for observational studies: the STRATOS initiative. Statistics in Medicine.
33(30), 5413-5432.
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Tekwe, C. D., Carter, R. L., Cullings, H. M., & Carroll, R. J.
(2014).
Multiple indicators, multiple causes measurement error models. Statistics in Medicine.
33(25), 4469-4481.
-
Assaad, H., Yao, K., Tekwe, C. D., Feng, S., Bazer, F. W., Zhou, L., ... Wu, G.
(2014).
Analysis of energy expenditure in diet-induced obese rats. Frontiers in Bioscience.
19(6), 967-985.
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Cho, Y., Turner, N. D., Davidson, L. A., Chapkin, R. S., Carroll, R. J., & Lupton, J. R.
(2014).
Colon cancer cell apoptosis is induced by combined exposure to the n-3 fatty acid docosahexaenoic acid and butyrate through promoter methylation. Experimental Biology and Medicine.
239(3), 302-310.
-
Garcia, T. P., Mller, S., Carroll, R. J., & Walzem, R. L.
(2014).
Identification of important regressor groups, subgroups and individuals via regularization methods: application to gut microbiome data. Bioinformatics.
30(6), 831-837.
-
Carroll, R. J.
(2014).
Estimating the Distribution of Dietary Consumption Patterns. 29(1), 2-8.
-
Carroll, R. J.
(2014).
Reply to the Discussion of "Estimating the Distribution of Dietary Consumption Patterns". Statistical Science.
29(1), 103-103.
-
Sarkar, A., Mallick, B. K., Staudenmayer, J., Pati, D., & Carroll, R. J.
(2014).
Bayesian Semiparametric Density Deconvolution in the Presence of Conditionally Heteroscedastic Measurement Errors. Journal of Computational And Graphical Statistics (JCGS).
23(4), 1101-1125.
-
Guenther, P. M., Kirkpatrick, S. I., Reedy, J., Krebs-Smith, S. M., Buckman, D. W., Dodd, K. W., Casavale, K. O., & Carroll, R. J.
(2014).
The Healthy Eating Index-2010 Is a Valid and Reliable Measure of Diet Quality According to the 2010 Dietary Guidelines for Americans. Journal of Nutrition.
144(3), 399-407.
-
Little, M. P., Kukush, A. G., Masiuk, S. V., Shklyar, S., Carroll, R. J., Lubin, J. H., ... Likhtarev, I. A.
(2014).
Impact of uncertainties in exposure assessment on estimates of thyroid cancer risk among Ukrainian children and adolescents exposed from the Chernobyl accident. PLoS ONE.
9(1), e85723-e85723.
-
Ward, R., & Carroll, R. J.
(2014).
Testing Hardy-Weinberg equilibrium with a simple root-mean-square statistic. Biostatistics.
15(1), 74-86.
-
Serban, N., Staicu, A., & Carroll, R. J.
(2013).
Multilevel cross-dependent binary longitudinal data. Biometrics.
69(4), 903-913.
-
Li, Y., Wang, N., & Carroll, R. J.
(2013).
Selecting the Number of Principal Components in Functional Data. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
108(504), 1284-1294.
-
Carroll, R. J., Delaigle, A., & Hall, P.
(2013).
UNEXPECTED PROPERTIES OF BANDWIDTH CHOICE WHEN SMOOTHING DISCRETE DATA FOR CONSTRUCTING A FUNCTIONAL DATA CLASSIFIER. 41(6), 2739-2767.
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Gazioglu, S., Wei, J., Jennings, E. M., & Carroll, R. J.
(2013).
A Note on Penalized Regression Spline Estimation in the Secondary Analysis of Case-Control Data. Statistics in Biosciences.
5(2), 250-260.
-
Jennings, E. M., Morris, J. S., Carroll, R. J., Manyam, G. C., & Baladandayuthapani, V.
(2013).
Bayesian methods for expression-based integration of various types of genomics data. EURASIP Journal on Bioinformatics and Systems Biology.
2013(1), 13.
-
Sampson, J. N., Chatterjee, N., Carroll, R. J., & Mller, S.
(2013).
Controlling the local false discovery rate in the adaptive Lasso. Biostatistics.
14(4), 653-666.
-
Tekwe, C. D., Lei, J., Yao, K., Rezaei, R., Li, X., Dahanayaka, S., ... Wu, G.
(2013).
Oral administration of interferon tau enhances oxidation of energy substrates and reduces adiposity in Zucker diabetic fatty rats. BioFactors.
39(5), 552-563.
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Xun, X., Cao, J., Mallick, B., Carroll, R. J., & Maity, A.
(2013).
Parameter Estimation of Partial Differential Equation Models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
108(503), 1009-1020.
-
Garcia, T. P., Mller, S., Carroll, R. J., Dunn, T. N., Thomas, A. P., Adams, S. H., Pillai, S. D., & Walzem, R. L.
(2013).
Structured variable selection with q-values. Biostatistics.
14(4), 695-707.
-
Martinez, J. G., Bohn, K. M., Carroll, R. J., & Morris, J. S.
(2013).
A Study of Mexican Free-Tailed Bat Chirp Syllables: Bayesian Functional Mixed Models for Nonstationary Acoustic Time Series. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
108(502), 514-526.
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Tooze, J. A., Troiano, R. P., Carroll, R. J., Moshfegh, A. J., & Freedman, L. S.
(2013).
A measurement error model for physical activity level as measured by a questionnaire with application to the 1999-2006 NHANES questionnaire. American Journal of Epidemiology.
177(11), 1199-1208.
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Chen, Y., Chatterjee, N., & Carroll, R. J.
(2013).
Using shared genetic controls in studies of gene-environment interactions. Biometrika.
100(2), 319-338.
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Liao, X., Spiegelman, D., & Carroll, R. J.
(2013).
Regression calibration is valid when properly applied. 24(3), 466-467.
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Wei, J., Carroll, R. J., Mller, U. U., Van Keilegom, I., & Chatterjee, N.
(2013).
Robust estimation for homoscedastic regression in the secondary analysis of case-control data. Journal of the Royal Statistical Society Series B: Statistical Methodology.
75(1), 185-206.
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Cho, Y., Turner, N. D., Davidson, L. A., Chapkin, R. S., Carroll, R. J., & Lupton, J. R.
(2012).
A chemoprotective fish oil/pectin diet enhances apoptosis via Bcl-2 promoter methylation in rat azoxymethane-induced carcinomas. Experimental Biology and Medicine.
237(12), 1387-1393.
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Kipnis, V., Midthune, D., Freedman, L. S., & Carroll, R. J.
(2012).
Regression calibration with more surrogates than mismeasured variables. Statistics in Medicine.
31(23), 2713-2732.
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Carroll, R., Delaigle, A., & Hall, P.
(2012).
Deconvolution When Classifying Noisy Data Involving Transformations. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
107(499), 1166-1177.
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Cai, T., Lin, X., & Carroll, R. J.
(2012).
Identifying genetic marker sets associated with phenotypes via an efficient adaptive score test. Biostatistics.
13(4), 776-790.
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Tekwe, C. D., Carroll, R. J., & Dabney, A. R.
(2012).
Application of survival analysis methodology to the quantitative analysis of LC-MS proteomics data. Bioinformatics.
28(15), 1998-2003.
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Wei, Y., Ma, Y., & Carroll, R. J.
(2012).
Multiple imputation in quantile regression. Biometrika.
99(2), 423-438.
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Wei, J., Carroll, R. J., Harden, K. K., & Wu, G.
(2012).
Comparisons of treatment means when factors do not interact in two-factorial studies. Amino Acids.
42(5), 2031-2035.
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Yi, G. Y., Ma, Y., & Carroll, R. J.
(2012).
A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error. 99(1), 151-165.
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Prez, A., Zhang, S., Kipnis, V., Midthune, D., Freedman, L. S., & Carroll, R. J.
(2012).
Intake_epis_food(): An R Function for Fitting a Bivariate Nonlinear Measurement Error Model to Estimate Usual and Energy Intake for Episodically Consumed Foods. JOURNAL OF STATISTICAL SOFTWARE.
46(c03), 1-17.
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Gautam, R., Kulow, M., Dpfer, D., Kaspar, C., Gonzales, T., Pertzborn, K. M., ... Ivanek, R.
(2012).
The strain-specific dynamics of Escherichia coli O157:H7 faecal shedding in cattle post inoculation. Journal of Biological Dynamics.
6(2), 1052-1066.
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Collier, B. A., Groce, J. E., Morrison, M. L., Newnam, J. C., Campomizzi, A. J., Farrell, S. L., ... Wilkins, R. N.
(2012).
Predicting patch occupancy in fragmented landscapes at the rangewide scale for an endangered species: an example of an American warbler. Diversity and Distributions: a journal of conservation biogeography.
18(2), 158-167.
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Carroll, R. J., Midthune, D., Subar, A. F., Shumakovich, M., Freedman, L. S., Thompson, F. E., & Kipnis, V.
(2012).
Taking advantage of the strengths of 2 different dietary assessment instruments to improve intake estimates for nutritional epidemiology. American Journal of Epidemiology.
175(4), 340-347.
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Ma, S., Yang, L., & Carroll, R. J.
(2012).
A SIMULTANEOUS CONFIDENCE BAND FOR SPARSE LONGITUDINAL REGRESSION. STATISTICA SINICA.
22(1), 95-122.
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Bliznyuk, N., Carroll, R. J., Genton, M. G., & Wang, Y.
(2012).
Variogram estimation in the presence of trend. 5(2), 159-168.
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Lobach, I., Mallick, B., & Carroll, R. J.
(2011).
Semiparametric Bayesian analysis of gene-environment interactions with error in measurement of environmental covariates and missing genetic data. 4(3), 305-316.
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Freedman, L. S., Midthune, D., Carroll, R. J., Tasevska, N., Schatzkin, A., Mares, J., ... Kipnis, V.
(2011).
Using regression calibration equations that combine self-reported intake and biomarker measures to obtain unbiased estimates and more powerful tests of dietary associations. American Journal of Epidemiology.
174(11), 1238-1245.
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Xun, X., Mallick, B., Carroll, R. J., & Kuchment, P.
(2011).
A Bayesian approach to the detection of small low emission sources. Inverse Problems.
27(11), 115009-115009.
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Park, J., Gail, M. H., Weinberg, C. R., Carroll, R. J., Chung, C. C., Wang, Z., ... Chatterjee, N.
(2011).
Distribution of allele frequencies and effect sizes and their interrelationships for common genetic susceptibility variants. Proceedings of the National Academy of Sciences of the United States of America.
108(44), 18026-18031.
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Martinez, J. G., Carroll, R. J., Mller, S., Sampson, J. N., & Chatterjee, N.
(2011).
Empirical Performance of Cross-Validation With Oracle Methods in a Genomics Context. American Statistician.
65(4), 223-228.
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Ma, Y., Hart, J. D., & Carroll, R. J.
(2011).
Density Estimation in Several Populations With Uncertain Population Membership. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
106(495), 1180-1192.
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Wang, L. i., Liu, X., Liang, H., & Carroll, R. J.
(2011).
ESTIMATION AND VARIABLE SELECTION FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELS. ANNALS OF STATISTICS.
39(4), 1827-1851.
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Wei, J., Carroll, R. J., & Maity, A.
(2011).
Testing for Constant Nonparametric Effects in General Semiparametric Regression Models with Interactions. Statistics and Probability Letters.
81(7), 717-723.
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Midthune, D., Schatzkin, A., Subar, A. F., Thompson, F. E., Freedman, L. S., Carroll, R. J., Shumakovich, M. A., & Kipnis, V.
(2011).
Validating an FFQ for intake of episodically consumed foods: application to the National Institutes of Health-AARP Diet and Health Study. 14(7), 1212-1221.
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Zhang, S., Midthune, D., Guenther, P. M., Krebs-Smith, S. M., Kipnis, V., Dodd, K. W., ... Carroll, R. J.
(2011).
A new multivariate measurement error model with zero-inflated dietary data, and its application to dietary assessment. 5(2B), 1456-1487.
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Carroll, R. J., Delaigle, A., & Hall, P.
(2011).
Testing and Estimating Shape-Constrained Nonparametric Density and Regression in the Presence of Measurement Error. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
106(493), 191-202.
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Kukush, A., Shklyar, S., Masiuk, S., Likhtarov, I., Kovgan, L., Carroll, R. J., & Bouville, A.
(2011).
Methods for Estimation of Radiation Risk in Epidemiological Studies Accounting for Classical and Berkson Errors in Doses. 7(1), 1-30.
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Kukush, A., Shklyar, S., Masiuk, S., Likhtarov, I., Kovgan, L., Carroll, R. J., & Bouville, A.
(2011).
Methods for estimation of radiation risk in epidemiological studies accounting for classical and Berkson errors in doses. International Journal of Biostatistics.
7(1), 15.
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Cho, Y., Kim, H., Turner, N. D., Mann, J. C., Wei, J., Taddeo, S. S., ... Lupton, J. R.
(2011).
A chemoprotective fish oil- and pectin-containing diet temporally alters gene expression profiles in exfoliated rat colonocytes throughout oncogenesis. Journal of Nutrition.
141(6), 1029-1035.
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Ma, Y., Hart, J. D., Janicki, R., & Carroll, R. J.
(2011).
Local and omnibus goodness-of-fit tests in classical measurement error models. Journal of the Royal Statistical Society Series B: Statistical Methodology.
73(1), 81-98.
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Zhang, S., Krebs-Smith, S. M., Midthune, D., Perez, A., Buckman, D. W., Kipnis, V., ... Carroll, R. J.
(2011).
Fitting a bivariate measurement error model for episodically consumed dietary components. International Journal of Biostatistics.
7(1), 1-32.
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Lobach, I., Fan, R., & Carroll, R. J.
(2010).
Genotype-based association mapping of complex diseases: gene-environment interactions with multiple genetic markers and measurement error in environmental exposures. Genetic Epidemiology.
34(8), 792-802.
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Tooze, J. A., Kipnis, V., Buckman, D. W., Carroll, R. J., Freedman, L. S., Guenther, P. M., ... Dodd, K. W.
(2010).
A mixed-effects model approach for estimating the distribution of usual intake of nutrients: the NCI method. Statistics in Medicine.
29(27), 2857-2868.
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Chen, Y. A., Almeida, J. S., Richards, A. J., Mller, P., Carroll, R. J., & Rohrer, B.
(2010).
A nonparametric approach to detect nonlinear correlation in gene expression. Journal of Computational And Graphical Statistics (JCGS).
19(3), 552-568.
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Dhavala, S. S., Datta, S., Mallick, B. K., Carroll, R. J., Khare, S., Lawhon, S. D., & Adams, L. G.
(2010).
Bayesian Modeling of MPSS Data: Gene Expression Analysis of Bovine Salmonella Infection. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
105(491), 956-967.
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Kadiri, M. A., Carroll, R. J., & Wand, M. P.
(2010).
Marginal longitudinal semiparametric regression via penalized splines. Statistics and Probability Letters.
80(15-16), 1242-1252.
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Sturino, J., Zorych, I., Mallick, B., Pokusaeva, K., Chang, Y., Carroll, R. J., & Bliznuyk, N.
(2010).
Statistical methods for comparative phenomics using high-throughput phenotype microarrays. International Journal of Biostatistics.
6(1), Article-29.
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Fu, W. J., Stromberg, A. J., Viele, K., Carroll, R. J., & Wu, G.
(2010).
Statistics and bioinformatics in nutritional sciences: analysis of complex data in the era of systems biology. JOURNAL OF NUTRITIONAL BIOCHEMISTRY.
21(7), 561-572.
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Leonardi, T., Vanamala, J., Taddeo, S. S., Davidson, L. A., Murphy, M. E., Patil, B. S., ... Turner, N. D.
(2010).
Apigenin and naringenin suppress colon carcinogenesis through the aberrant crypt stage in azoxymethane-treated rats. Experimental Biology and Medicine.
235(6), 710-717.
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Chen, Y. H., Chatterjee, N., & Carroll, R. J.
(2010).
Correction. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
105(490), 882-882.
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Li, Y., Wang, N., & Carroll, R. J.
(2010).
Generalized Functional Linear Models with Semiparametric Single-Index Interactions. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
105(490), 621-633.
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Sinha, S., Mallick, B. K., Kipnis, V., & Carroll, R. J.
(2010).
Semiparametric bayesian analysis of nutritional epidemiology data in the presence of measurement error. Biometrics.
66(2), 444-454.
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Carroll, R. J., Chen, X., & Hu, Y.
(2010).
Identification and Estimation of Nonlinear Models Using Two Samples with Nonclassical Measurement Errors. Journal of Nonparametric Statistics.
22(4), 379-399.
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Carroll, R. J., Chen, X., & Hu, Y.
(2010).
Identification and estimation of nonlinear models using two samples with nonclassical measurement errors. Journal of Nonparametric Statistics.
22(4), 419-423.
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Staicu, A., Crainiceanu, C. M., & Carroll, R. J.
(2010).
Fast methods for spatially correlated multilevel functional data. Biostatistics.
11(2), 177-194.
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Martinez, J. G., Carroll, R. J., Muller, S., Sampson, J. N., & Chatterjee, N.
(2010).
A note on the effect on power of score tests via dimension reduction by penalized regression under the null. International Journal of Biostatistics.
6(1), Article-12.
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Wang, S., Qian, L., & Carroll, R. J.
(2010).
Generalized empirical likelihood methods for analyzing longitudinal data. Biometrika.
97(1), 79-93.
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Zhou, L., Huang, J. Z., Martinez, J. G., Maity, A., Baladandayuthapani, V., & Carroll, R. J.
(2010).
Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
105(489), 390-400.
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Calderon, C. P., Martinez, J. G., Carroll, R. J., & Sorensen, D. C.
(2010).
P-SPLINES USING DERIVATIVE INFORMATION (vol 8, pg 1562, 2010). SIAM: Multiscale Modeling and Simulation.
8(5), 2097-2097.
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Calderon, C. P., Martinez, J. G., Carroll, R. J., & Sorensen, D. C.
(2010).
P-SPLINES USING DERIVATIVE INFORMATION. SIAM: Multiscale Modeling and Simulation.
8(4), 1562-1580.
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Kipnis, V., Midthune, D., Buckman, D. W., Dodd, K. W., Guenther, P. M., Krebs-Smith, S. M., ... Freedman, L. S.
(2009).
Modeling data with excess zeros and measurement error: application to evaluating relationships between episodically consumed foods and health outcomes. Biometrics.
65(4), 1003-1010.
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Martinez, J. G., Huang, J. Z., Burghardt, R. C., Barhoumi, R., & Carroll, R. J.
(2009).
USE OF MULTIPLE SINGULAR VALUE DECOMPOSITIONS TO ANALYZE COMPLEX INTRACELLULAR CALCIUM ION SIGNALS. Annals of Applied Statistics.
3(4), 1467-1492.
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Chatterjee, N., Chen, Y., Luo, S., & Carroll, R. J.
(2009).
Analysis of Case-Control Association Studies: SNPs, Imputation and Haplotypes. Statistical Science.
24(4), 489-502.
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Sentrk, D., Nguyen, D. V., Tassone, F., Hagerman, R. J., Carroll, R. J., & Hagerman, P. J.
(2009).
Covariate adjusted correlation analysis with application to FMR1 premutation female carrier data. Biometrics.
65(3), 781-792.
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Carroll, R. J., Delaigle, A., & Hall, P.
(2009).
Nonparametric Prediction in Measurement Error Models Comment - Rejoinder. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
104(487), 1013-1014.
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Carroll, R. J., Delaigle, A., & Hall, P.
(2009).
Nonparametric Prediction in Measurement Error Models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
104(487), 993-1014.
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Wei, Y., & Carroll, R. J.
(2009).
Quantile Regression With Measurement Error. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
104(487), 1129-1143.
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Turner, N. D., Paulhill, K. J., Warren, C. A., Davidson, L. A., Chapkin, R. S., Lupton, J. R., Carroll, R. J., & Wang, N.
(2009).
Quercetin Suppresses Early Colon Carcinogenesis Partly through Inhibition of Inflammatory Mediators. Acta Horticulturae.
841(841), 237-242.
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Carroll, R. J., Maity, A., Mammen, E., & Yu, K.
(2009).
Nonparametric additive regression for repeatedly measured data. Biometrika.
96(2), 383-398.
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Carroll, R., Maity, A., Mammen, E., & Yu, K.
(2009).
Efficient Semiparametric Marginal Estimation for the Partially Linear Additive Model for Longitudinal/Clustered Data. Statistics in Biosciences.
1(1), 10-31.
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Fu, W. J., Mallick, B., & Carroll, R. J.
(2009).
Why do we observe misclassification errors smaller than the Bayes error?. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION.
79(5), 717-722.
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Warren, C. A., Paulhill, K. J., Davidson, L. A., Lupton, J. R., Taddeo, S. S., Hong, M. Y., ... Turner, N. D.
(2009).
Quercetin may suppress rat aberrant crypt foci formation by suppressing inflammatory mediators that influence proliferation and apoptosis (vol 139, pg 101, 2009). Journal of Nutrition.
139(4), 792-792.
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Delaigle, A., Fan, J., & Carroll, R. J.
(2009).
A Design-Adaptive Local Polynomial Estimator for the Errors-in-Variables Problem. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
104(485), 348-359.
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Chen, Y., Chatterjee, N., & Carroll, R. J.
(2009).
Shrinkage Estimators for Robust and Efficient Inference in Haplotype-Based Case-Control Studies. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
104(485), 220-233.
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Warren, C. A., Paulhill, K. J., Davidson, L. A., Lupton, J. R., Taddeo, S. S., Hong, M. Y., ... Turner, N. D.
(2009).
Quercetin may suppress rat aberrant crypt foci formation by suppressing inflammatory mediators that influence proliferation and apoptosis. Journal of Nutrition.
139(1), 101-105.
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Maity, A., Carroll, R. J., Mammen, E., & Chatterjee, N.
(2009).
Testing in semiparametric models with interaction, with applications to gene-environment interactions. Journal of the Royal Statistical Society Series B: Statistical Methodology.
71(1), 75-96.
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Wang, Y., Ma, Y., & Carroll, R. J.
(2009).
Variance estimation in the analysis of microarray data. Journal of the Royal Statistical Society Series B: Statistical Methodology.
71(2), 425-445.
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Apanasovich, T. V., Carroll, R. J., & Maity, A.
(2009).
SIMEX and standard error estimation in semiparametric measurement error models. Electronic Journal of Statistics.
3(none), 318-348.
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Sun, Y., Carroll, R. J., & Li, D.
(2009).
Semiparametric estimation of fixed-effects panel data varying coefficient models. Advances in Econometrics.
25, 101-129.
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Ruppert, D., Wand, M. P., & Carroll, R. J.
(2009).
Semiparametric regression during 2003-2007. Electronic Journal of Statistics.
3(none), 1193-1256.
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Martinez, J. G., Huang, J. Z., Burghardt, R. C., Barhoumi, R., & Carroll, R. J.
(2009).
Use of multiple singular value decompositions to analyze complex intracellular calcium ion signals. Annals of Applied Statistics.
3(4), 1467-1492.
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Ferrari, P., Carroll, R. J., Gustafson, P., & Riboli, E.
(2008).
A Bayesian multilevel model for estimating the diet/disease relationship in a multicenter study with exposures measured with error: the EPIC study. Statistics in Medicine.
27(29), 6037-6054.
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Freedman, L. S., Midthune, D., Carroll, R. J., & Kipnis, V.
(2008).
A comparison of regression calibration, moment reconstruction and imputation for adjusting for covariate measurement error in regression. Statistics in Medicine.
27(25), 5195-5216.
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Lobach, I., Carroll, R. J., Spinka, C., Gail, M. H., & Chatterjee, N.
(2008).
Haplotype-based regression analysis and inference of case-control studies with unphased genotypes and measurement errors in environmental exposures. Biometrics.
64(3), 673-684.
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Zhou, L., Huang, J. Z., & Carroll, R. J.
(2008).
Joint modelling of paired sparse functional data using principal components. Biometrika.
95(3), 601-619.
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Marchenko, Y. V., Carroll, R. J., Lin, D. Y., Amos, C. I., & Gutierrez, R. G.
(2008).
Semiparametric analysis of case-control genetic data in the presence of environmental factors. 8(3), 305-333.
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Nguyen, D. V., Sentrk, D., & Carroll, R. J.
(2008).
Covariate-Adjusted Linear Mixed Effects Model with an Application to Longitudinal Data. Journal of Nonparametric Statistics.
20(6), 459-481.
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Apanasovich, T. V., Ruppert, D., Lupton, J. R., Popovic, N., Turner, N. D., Chapkin, R. S., & Carroll, R. J.
(2008).
Aberrant crypt foci and semiparametric modeling of correlated binary data. Biometrics.
64(2), 490-500.
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Baladandayuthapani, V., Mallick, B. K., & Carroll, R. J.
(2008).
Correction. Journal of Computational And Graphical Statistics (JCGS).
17(2), 515-515.
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Carroll, R. J., & Wang, Y.
(2008).
Nonparametric variance estimation in the analysis of microarray data: a measurement error approach. 95(2), 437-449.
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Xie, M., Simpson, D. G., & Carroll, R. J.
(2008).
Semiparametric Analysis of Heterogeneous Data Using Varying-Scale Generalized Linear Models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
103(482), 650-660.
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Henderson, D. J., Carroll, R. J., & Li, Q. i.
(2008).
Nonparametric estimation and testing of fixed effects panel data models. Journal of Econometrics.
144(1), 257-275.
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Vanamala, J., Glagolenko, A., Yang, P., Carroll, R. J., Murphy, M. E., Newman, R. A., ... Lupton, J. R.
(2008).
Dietary fish oil and pectin enhance colonocyte apoptosis in part through suppression of PPARdelta/PGE2 and elevation of PGE3. Carcinogenesis.
29(4), 790-796.
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Baladandayuthapani, V., Mallick, B. K., Young Hong, M., Lupton, J. R., Turner, N. D., & Carroll, R. J.
(2008).
Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Biometrics.
64(1), 64-73.
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Midthune, D., Kipnis, V., Freedman, L. S., & Carroll, R. J.
(2008).
Binary regression in truncated samples, with application to comparing dietary instruments in a large prospective study. Biometrics.
64(1), 289-298.
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Yanetz, R., Kipnis, V., Carroll, R. J., Dodd, K. W., Subar, A. F., Schatzkin, A., & Freedman, L. S.
(2008).
Using biomarker data to adjust estimates of the distribution of usual intakes for misreporting: application to energy intake in the US population. Journal of the American Dietetic Association.
108(3), 455-464.
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Thompson, F. E., Kipnis, V., Midthune, D., Freedman, L. S., Carroll, R. J., Subar, A. F., ... Schatzkin, A.
(2008).
Performance of a food-frequency questionnaire in the US NIH-AARP (National Institutes of Health-American Association of Retired Persons) Diet and Health Study. 11(2), 183-195.
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Pfeiffer, R. M., Carroll, R. J., Wheeler, W., Whitby, D., & Mbulaiteye, S.
(2008).
Combining assays for estimating prevalence of human herpesvirus 8 infection using multivariate mixture models. Biostatistics.
9(1), 137-151.
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Chen, Y., Chatterjee, N., & Carroll, R. J.
(2008).
Retrospective analysis of haplotype-based case control studies under a flexible model for gene environment association. Biostatistics.
9(1), 81-99.
-
Carroll, R. J., & Maity, A.
(2007).
Nonparametric inference with generalized likelihood ratio tests. 16(3), 456-458.
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Li, Y., Guolo, A., Hoffman, F. O., & Carroll, R. J.
(2007).
Shared uncertainty in measurement error problems, with application to Nevada Test Site fallout data. Biometrics.
63(4), 1226-1236.
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Li, Y., Wang, N., Hong, M., Turner, N. D., Lupton, J. R., & Carroll, R. J.
(2007).
Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments. ANNALS OF STATISTICS.
35(4), 1608-1643.
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Claeskens, G., & Carroll, R. J.
(2007).
An asymptotic theory for model selection inference in general semiparametric problems. 94(2), 249-265.
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Crainiceanu, C. M., Ruppert, D., Carroll, R. J., Joshi, A., & Goodner, B.
(2007).
Spatially adaptive Bayesian penalized splines with heteroscedastic errors. Journal of Computational And Graphical Statistics (JCGS).
16(2), 265-288.
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Van Keilegom, I., & Carroll, R. J.
(2007).
Backfitting versus profiling in general criterion functions. STATISTICA SINICA.
17(2), 797-816.
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Ruppert, D., & Carroll, R. J.
(2007).
Comment on Article by Dominici et al. Bayesian Analysis.
2(1), 37-42.
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Maity, A., Ma, Y., & Carroll, R. J.
(2007).
Efficient estimation of population-level summaries in general semiparametric regression models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
102(477), 123-139.
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Liang, H., Wang, S., & Carroll, R. J.
(2007).
Partially Linear Models with Missing Response Variables and Error-prone Covariates. Biometrika.
94(1), 185-198.
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Liang, F., Liu, C., & Carroll, R. J.
(2007).
Stochastic approximation in Monte Carlo computation. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
102(477), 305-320.
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Hoffman, F. O., Ruttenber, A. J., Apostoaei, A. I., Carroll, R. J., & Greenland, S.
(2007).
The Hanford Thyroid Disease Study: an alternative view of the findings. 92(2), 99-111.
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Carroll, R. J., Delaigle, A., & Hall, P.
(2007).
Non-parametric regression estimation from data contaminated by a mixture of Berkson and classical errors. Journal of the Royal Statistical Society Series B: Statistical Methodology.
69(5), 859-878.
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Thibaut, A., Freedman, L. S., Carroll, R. J., & Kipnis, V.
(2007).
Is it necessary to correct for measurement error in nutritional epidemiology?. Annals of Internal Medicine.
146(1), 65-67.
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National Institutes of Health State-of-the-Science Panel.
(2007).
National Institutes of Health State-of-the-Science Conference Statement: multivitamin/mineral supplements and chronic disease prevention. 85(1), 257S-264S.
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Ma, Y., & Carroll, R. J.
(2006).
Locally efficient estimators for semiparametric models with measurement error. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
101(476), 1465-1474.
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Lyon, J. L., Alder, S. C., Stone, M. B., Scholl, A., Reading, J. C., Holubkov, R., ... Meikle, A. W.
(2006).
Thyroid disease associated with exposure to the Nevada nuclear weapons test site radiation: a reevaluation based on corrected dosimetry and examination data. Epidemiology.
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A reanalysis of thyroid neoplasms in the Israeli tinea capitis study accounting for dose uncertainties. RADIATION RESEARCH.
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Pro-oxidant environment of the colon compared to the small intestine may contribute to greater cancer susceptibility. Cancer Letters.
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Is cross-validation better than resubstitution for ranking genes?. Bioinformatics.
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Understanding the relationship between carcinogen-induced DNA adduct levels in distal and proximal regions of the colon. Advances in Experimental Medicine and Biology.
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Measurement error, GLMs, and notational conventions. 3(4), 329-341.
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More efficient local polynomial estimation in nonparametric regression with autocorrelated errors. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
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Testing for spatial correlation in nonstationary binary data, with application to aberrant crypt foci in colon carcinogenesis. Biometrics.
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Variance estimation for the instrumental variables approach to measurement error in generalized linear models. 3(4), 342-350.
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Structure of dietary measurement error: results of the OPEN biomarker study. American Journal of Epidemiology.
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Fisher Lecture: the 2002 R. A. Fisher lecture: dedicated to the memory of Shanti S. Gupta. Variances are not always nuisance parameters. Biometrics.
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Genomic profiles and predictive biological networks in oxidant-induced atherogenesis. Physiological Genomics.
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Assessing and interpreting treatment effects in longitudinal clinical trials with missing data. Biological Psychiatry.
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The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error. Biostatistics.
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A Bayesian analysis of colonic crypt structure and coordinated response to carcinogen exposure incorporating missing crypts. Biostatistics.
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Estimation in an additive model when the components are linked parametrically. ECONOMETRIC THEORY.
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Marginal longitudinal nonparametric regression: Locality and efficiency of spline and kernel methods. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
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Bridging data between two ethnic populations. A new application of matched case-control methodology. Therapeutic Innovation and Regulatory Science.
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Bayesian smoothing and regression splines for measurement error problems. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
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Semiparametric regression modeling with mixtures of Berkson and classical error, with application to fallout from the Nevada test site. 58(1), 13-20.
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Thyroid cancer following scalp irradiation: a reanalysis accounting for uncertainty in dosimetry. 57(3), 689-697.
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Effects of violations of assumptions on likelihood methods for estimating the penetrance of an autosomal dominant mutation from kin-cohort studies. Journal of Statistical Planning and Inference.
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Combining datasets to predict the effects of regulation of environmental lead exposure in housing stock. Biometrics.
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Covariate measurement error adjustment for matched case-control studies. Biometrics.
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Review times in statistical journals: tilting at windmills?. Biometrics.
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Empirical evidence of correlated biases in dietary assessment instruments and its implications. American Journal of Epidemiology.
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Efficient regression calibration for logistic regression in main study/internal validation study designs with an imperfect reference instrument. Statistics in Medicine.
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Thyroid cancer after scalp irradiation: a reanalysis accounting for uncertainty in dosimetry. RADIATION RESEARCH.
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Phase II clinical trial design for noncytotoxic anticancer agents for which time to disease progression is the primary endpoint. Contemporary Clinical Trials.
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Conditional and unconditional categorical regression models with missing covariates. Biometrics.
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Nonparametric function estimation for clustered data when the predictor is measured without/with error. 95(450), 520-534.
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Random effects in censored ordinal regression: latent structure and Bayesian approach. Biometrics.
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Ruppert, D., & Carroll, R. J.
(2000).
Spatially-adaptive penalties for spline fitting. Australian and New Zealand Journal of Statistics.
42(2), 205-223.
-
Carroll, R. J., Gail, M. H., Benichou, J., & Pee, D.
(2000).
Score tests for familial correlation in genotyped-proband designs. 18(4), 293-306.
-
Kipnis, V., Carroll, R. J., Freedman, L. S., & Li, L.
(2000).
Re: "Implications of a new dietary measurement error model for estimation of relative risk: Application to four calibration studies'' - Reply. American Journal of Epidemiology.
152(5), 495-496.
-
Ruckstuhl, A. F., Welsh, A. H., & Carroll, R. J.
(2000).
Nonparametric function estimation of the relationship between two repeatedly measured variables. STATISTICA SINICA.
10(1), 51-71.
-
Wang, S. J., & Carroll, R. J.
(1999).
High-order accurate methods for retrospective sampling problems. Biometrika.
86(4), 881-897.
-
Gail, M. H., Pee, D., & Carroll, R.
(1999).
Kin-cohort designs for gene characterization. Journal of the National Cancer Institute Monographs.
1999(26), 55-60.
-
Hong, M. Y., Chapkin, R. S., Wild, C. P., Morris, J. S., Wang, N., Carroll, R. J., Turner, N. D., & Lupton, J. R.
(1999).
Relationship between DNA adduct levels, repair enzyme, and apoptosis as a function of DNA methylation by azoxymethane. Molecular Cancer Research.
10(11), 749-758.
-
Liang, H., Hardle, W., & Carroll, R. J.
(1999).
Estimation in a semiparametric partially linear errors-in-variables model. ANNALS OF STATISTICS.
27(5), 1519-1535.
-
Kipnis, V., Carroll, R. J., Freedman, L. S., & Li, L.
(1999).
Implications of a new dietary measurement error model for estimation of relative risk: application to four calibration studies. American Journal of Epidemiology.
150(6), 642-651.
-
Carroll, R. J., Maca, J. D., & Ruppert, D.
(1999).
Nonparametric regression in the presence of measurement error. Biometrika.
86(3), 541-554.
-
Iturria, S. J., Carroll, R. J., & Firth, D.
(1999).
Polynomial regression and estimating functions in the presence of multiplicative measurement error. 61(3), 547-561.
-
Carroll, R. J., Ruppert, D., & Stefanski, L. A.
(1999).
Comment. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
94(446), 410-411.
-
Carroll, R. J., Ruppert, D., & Stefanski, L. A.
(1999).
Regression depth - Comment. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
94(446), 410-411.
-
Lin, X., & Carroll, R. J.
(1999).
SIMEX variance component tests in generalized linear mixed measurement error models. Biometrics.
55(2), 613-619.
-
Potischman, N., Carroll, R. J., Iturria, S. J., Mittl, B., Curtin, J., Thompson, F. E., & Brinton, L. A.
(1999).
Comparison of the 60- and 100-item NCI-block questionnaires with validation data. Nutrition and Cancer.
34(1), 70-75.
-
Carroll, R. J., Roeder, K., & Wasserman, L.
(1999).
Flexible parametric measurement error models. Biometrics.
55(1), 44-54.
-
Gail, M. H., Pee, D., Benichou, J., & Carroll, R.
(1999).
Designing studies to estimate the penetrance of an identified autosomal dominant mutation: cohort, case-control, and genotyped-proband designs. 16(1), 15-39.
-
Carroll, R. J., Freedman, L. S., Kipnis, V., & Li, L.
(1998).
A new class of measurement-error models, with applications to dietary data. Canadian Journal of Statistics, The.
26(3), 467-477.
-
Wang, C. Y., Wang, S. J., Gutierrez, R. G., & Carroll, R. J.
(1998).
Local linear regression for generalized linear models with missing data. ANNALS OF STATISTICS.
26(3), 1028-1050.
-
Hong, M. Y., Chapkin, R. S., Turner, N. D., Galindo, C. D., Carroll, R. J., & Lupton, J. R.
(1998).
Fish oil enhances targeted apoptosis of colonocytes within the first 12 hours of carcinogen exposure and results in lower levels of DNA damage compared to corn oil. The FASEB Journal.
12(5), A656-A656.
-
Wang, N. Y., Lin, X. H., Gutierrez, R. G., & Carroll, R. J.
(1998).
Bias analysis and SIMEX approach in generalized linear mixed measurement error models. 93(441), 249-261.
-
Kauermann, G., Muller, M., & Carroll, R. J.
(1998).
The efficiency of bias-corrected estimators for nonparametric kernel estimation based on local estimating equations. Statistics and Probability Letters.
37(1), 41-47.
-
Carroll, R. J., Freedman, L., & Pee, D.
(1997).
Design aspects of calibration studies in nutrition, with analysis of missing data in linear measurement error models. Biometrics.
53(4), 1440-1457.
-
Borkowf, C. B., Gail, M. H., Carroll, R. J., & Gill, R. D.
(1997).
Analyzing bivariate continuous data grouped into categories defined by empirical quantiles of marginal distributions. Biometrics.
53(3), 1054-1069.
-
Guth, D. J., Carroll, R. J., Simpson, D. G., & Zhou, H.
(1997).
Categorical regression analysis of acute exposure to tetrachloroethylene. Risk Analysis.
17(3), 321-332.
-
Carroll, R. J., Fan, J. Q., Gijbels, I., & Wand, M. P.
(1997).
Generalized partially linear single-index models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
92(438), 477-489.
-
Carroll, R. J., Chen, R., George, E. I., Li, T. H., Newton, H. J., Schmiediche, H., & Wang, N.
(1997).
Ozone exposure and population density in Harris County, Texas. 92(438), 392-404.
-
Carroll, R. J., Chen, R., George, E. I., Li, T. H., Newton, H. J., Schmiediche, H., & Wang, N.
(1997).
Rejoinder. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
92(438), 414-415.
-
Carroll, R. J.
(1997).
Optimal estimating functions, quasi-likelihood and statistical modelling - Comment. Journal of Statistical Planning and Inference.
60(1), 104-106.
-
Wang, C. Y., Wang, S. J., & Carroll, R. J.
(1997).
Estimation in choice-based sampling with measurement error and bootstrap analysis. 77(1), 65-86.
-
Carroll, R. J.
(1997).
Surprising effects of measurement error on an aggregate data estimator. Biometrika.
84(1), 231-234.
-
Eckert, R. S., Carroll, R. J., & Wang, N.
(1997).
Transformations to additivity in measurement error models. Biometrics.
53(1), 262-272.
-
Simpson, D. G., Carroll, R. J., Zhou, H., & Guth, D. J.
(1996).
Interval Censoring and Marginal Analysis in Ordinal Regression. Journal of Agricultural, Biological, and Environmental Statistics.
1(3), 354-354.
-
Gail, M. H., Mark, S. D., Carroll, R. J., Green, S. B., & Pee, D.
(1996).
On design considerations and randomization-based inference for community intervention trials. 15(11), 1069-1092.
-
Wang, N., Carroll, R. J., & Liang, K. Y.
(1996).
Quasilikelihood estimation in measurement error models with correlated replicates. Biometrics.
52(2), 401-411.
-
Carroll, R. J., Kchenhoff, H., Lombard, F., & Stefanski, L. A.
(1996).
Asymptotics for the SIMEX Estimator in Nonlinear Measurement Error Models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
91(433), 242-250.
-
Carroll, R. J., Kuchenhoff, H., Lombard, F., & Stefanski, L. A.
(1996).
Asymptotics for the SIMEX estimator in nonlinear measurement error models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
91(433), 242-250.
-
Carroll, R. J., & Ruppert, D.
(1996).
The use and misuse of orthogonal regression in linear errors-in-variables models. 50(1), 1-6.
-
Carroll, R. J., Freedman, L. S., & Hartman, A. M.
(1996).
Use of semiquantitative food frequency questionnaires to estimate the distribution of usual intake. American Journal of Epidemiology.
143(4), 392-404.
-
Gutierrez, R. G., Carroll, R. J., Wang, N., Lee, G. H., & Taylor, B. H.
(1995).
Analysis of tomato root initiation using a normal mixture distribution. Biometrics.
51(4), 1461-1468.
-
Kim, M. Y., Pasternack, B. S., Carroll, R. J., Koenig, K. L., & Toniolo, P. G.
(1995).
Estimating the reliability of an exposure variable in the presence of confounders. Statistics in Medicine.
14(13), 1437-1446.
-
Landin, R., Freedman, L. S., & Carroll, R. J.
(1995).
Adjusting for time trends when estimating the relationship between dietary intake obtained from a food frequency questionnaire and true average intake. Biometrics.
51(1), 169-181.
-
CARROLL, R. J., WANG, S. J., & WANG, C. Y.
(1995).
PROSPECTIVE ANALYSIS OF LOGISTIC CASE-CONTROL STUDIES. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
90(429), 157-169.
-
Carroll, R. J., Wang, S., & Wang, C. Y.
(1995).
Prospective Analysis of Logistic Case-Control Studies. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
90(429), 157-169.
-
CARROLL, R. J., KNICKERBOCKER, R. K., & WANG, C. Y.
(1995).
DIMENSION REDUCTION IN A SEMIPARAMETRIC REGRESSION-MODEL WITH ERRORS IN COVARIATES. ANNALS OF STATISTICS.
23(1), 161-181.
-
WANG, C. Y., & CARROLL, R. J.
(1995).
ON ROBUST LOGISTIC CASE-CONTROL STUDIES WITH RESPONSE-DEPENDENT WEIGHTS. 43(3), 331-340.
-
CARROLL, R. J., & LI, K. C.
(1995).
BINARY REGRESSORS IN DIMENSION REDUCTION MODELS - A NEW LOOK AT TREATMENT COMPARISONS. STATISTICA SINICA.
5(2), 667-688.
-
Landin, R., Freedman, L., & Carroll, R.
(1995).
Erratum: Adjusting for time trends when estimating the relationship between dietary intake obtained from a food frequency questionnaire and true average intake (Biometrics (March 1995) 51 (169-181)). Biometrics.
51(3), 1196.
-
SEPANSKI, J. H., KNICKERBOCKER, R., & CARROLL, R. J.
(1994).
A SEMIPARAMETRIC CORRECTION FOR ATTENUATION. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
89(428), 1366-1373.
-
Sepanski, J. H., Knickerbocker, R., & Carroll, R. J.
(1994).
A Semiparametric Correction for Attenuation. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
89(428), 1366-1373.
-
Carroll, R. J., & Stefanski, L. A.
(1994).
Measurement error, instrumental variables and corrections for attenuation with applications to meta-analyses. Statistics in Medicine.
13(12), 1265-1282.
-
CARROLL, R. J., HALL, P., & RUPPERT, D.
(1994).
ESTIMATION OF LAG IN MISREGISTERED, AVERAGED IMAGES. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
89(425), 219-229.
-
Welsh, A. H., Carroll, R. J., & Ruppert, D.
(1994).
Fitting Heteroscedastic Regression Models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
89(425), 100-116.
-
BILLARD, L., CARROLL, R. J., GENEST, C., & VANZWET, W. R.
(1993).
REPORT OF THE AD-HOC-COMMITTEE-ON-DOUBLE-BLIND-REFEREEING AND ON DESIGN OF AN EXPERIMENT ON DOUBLE-BLIND REFEREEING - COMMENT. Statistical Science.
8(3), 320-330.
-
Carroll, R. J.
(1993).
[Report of the Ad Hoc Committee on Design of an Experiment on Double-Blind Refereeing]: Comment. Statistical Science.
8(3), 323-323.
-
CARROLL, R. J., & PEDERSON, S.
(1993).
ON ROBUSTNESS IN THE LOGISTIC-REGRESSION MODEL. Journal- Royal Statistical Society Series B.
55(3), 693-706.
-
SEPANSKI, J. H., & CARROLL, R. J.
(1993).
SEMIPARAMETRIC QUASILIKELIHOOD AND VARIANCE FUNCTION ESTIMATION IN MEASUREMENT ERROR MODELS. 58(1-2), 223-256.
-
CARROLL, R. J., GAIL, M. H., & LUBIN, J. H.
(1993).
CASE-CONTROL STUDIES WITH ERRORS IN COVARIATES. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
88(421), 185-199.
-
WANG, C. Y., & CARROLL, R. J.
(1993).
ON ROBUST ESTIMATION IN LOGISTIC CASE-CONTROL STUDIES. 80(1), 237-241.
-
CARROLL, R. J., ELTINGE, J. L., & RUPPERT, D.
(1993).
ROBUST LINEAR-REGRESSION IN REPLICATED MEASUREMENT ERROR MODELS. 16(3), 169-175.
-
CARROLL, R. J., & LI, K. C.
(1992).
MEASUREMENT ERROR REGRESSION WITH UNKNOWN LINK - DIMENSION REDUCTION AND DATA VISUALIZATION. 87(420), 1040-1050.
-
Rosenberg, P. S., Gail, M. H., & Carroll, R. J.
(1992).
Estimating HIV prevalence and projecting AIDS incidence in the United States: a model that accounts for therapy and changes in the surveillance definition of AIDS. Statistics in Medicine.
11(13), 1633-1655.
-
Carroll, R. J., & Hall, P.
(1992).
SEMIPARAMETRIC COMPARISON OF REGRESSION CURVES VIA NORMAL LIKELIHOODS. Australian and New Zealand Journal of Statistics.
34(3), 471-487.
-
HSING, T. L., & CARROLL, R. J.
(1992).
AN ASYMPTOTIC THEORY FOR SLICED INVERSE REGRESSION. ANNALS OF STATISTICS.
20(2), 1040-1061.
-
SIMPSON, D. G., RUPPERT, D., & CARROLL, R. J.
(1992).
ON ONE-STEP GM ESTIMATES AND STABILITY OF INFERENCES IN LINEAR-REGRESSION. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
87(418), 439-450.
-
Simpson, D. G., Ruppert, D., & Carroll, R. J.
(1992).
On One-Step GM Estimates and Stability of Inferences in Linear Regression. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
87(418), 439-450.
-
Rowe, D. E., Carroll, R. J., & Day, C. L.
(1992).
Prognostic factors for local recurrence, metastasis, and survival rates in squamous cell carcinoma of the skin, ear, and lip. Implications for treatment modality selection. Journal of American Academy of Dermatology.
26(6), 976-990.
-
CARROLL, R. J., & SPIEGELMAN, C. H.
(1992).
DIAGNOSTICS FOR NONLINEARITY AND HETEROSCEDASTICITY IN ERRORS-IN-VARIABLES REGRESSION. 34(2), 186-196.
-
Nelder, J. A.
(1991).
Generalized linear models for enzyme-kinetic data. Biometrics.
47(4), 1605-1610.
-
Freedman, L. S., Carroll, R. J., & Wax, Y.
(1991).
Estimating the relation between dietary intake obtained from a food frequency questionnaire and true average intake. American Journal of Epidemiology.
134(3), 310-320.
-
CARROLL, R. J., VANROOIJ, A., & RUYMGAART, F. H.
(1991).
THEORETICAL ASPECTS OF ILL-POSED PROBLEMS IN STATISTICS. 24(2), 113-140.
-
CARROLL, R. J., & WAND, M. P.
(1991).
SEMIPARAMETRIC ESTIMATION IN LOGISTIC MEASUREMENT ERROR MODELS. Journal- Royal Statistical Society Series B.
53(3), 573-585.
-
Clogg, C. C., Carroll, R. J., Wegman, E. J., & Guthrie, D.
(1991).
Editors' Report for 1990. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
86(414), 257-257.
-
Wu, M. C., & Carroll, R. J.
(1991).
Erratum: Estimation and comparison of changes in the presence of information right censoring by modeling the censoring process (Biometrics, 44, 175-188, March 1988). Biometrics.
47(1), 357.
-
Carroll, R. J., & Ruppert, D.
(1991).
Prediction and Tolerance Intervals With Transformation and/or Weighting. Technometrics.
33(2), 197-210.
-
STEFANSKI, L. A., & CARROLL, R. J.
(1991).
DECONVOLUTION-BASED SCORE TESTS IN MEASUREMENT ERROR MODELS. ANNALS OF STATISTICS.
19(1), 249-259.
-
CARROLL, R. J., & STEFANSKI, L. A.
(1990).
APPROXIMATE QUASI-LIKELIHOOD ESTIMATION IN MODELS WITH SURROGATE PREDICTORS. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
85(411), 652-663.
-
Carroll, R. J., & Stefanski, L. A.
(1990).
Approximate Quasi-likelihood Estimation in Models with Surrogate Predictors. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
85(411), 652-663.
-
Yin, Y., & Carroll, R. J.
(1990).
A diagnostic for heteroscedasticity based on the spearman rank correlation. Statistics and Probability Letters.
10(1), 69-76.
-
Clogg, C. C., Carroll, R. J., & Guthrie, D.
(1990).
Editors' Report for 1989. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
85(410), 273-273.
-
Senn, S.
(1990).
Covariance analysis in generalized linear measurement error models. Statistics in Medicine.
9(5), 583-586.
-
CARROLL, R. J., & HALL, P.
(1990).
NONPARAMETRIC-ESTIMATION OF OPTIMAL PERFORMANCE CRITERIA IN QUALITY ENGINEERING. ANNALS OF STATISTICS.
18(1), 281-302.
-
Carroll, R. J.
(1990).
Author's reply: (I: Reply). Statistics in Medicine.
9(5), 585-586.
-
Stefanski, L. A., & Carroll, R. J.
(1990).
Deconvolving kernel density estimators. Statistics: a journal of theoretical and applied statistics.
21(2), 169-184.
-
STEFANSKI, L. A., & CARROLL, R. J.
(1990).
SCORE TESTS IN GENERALIZED LINEAR MEASUREMENT ERROR MODELS. Journal- Royal Statistical Society Series B.
52(2), 345-359.
-
Carroll, R. J.
(1989).
Covariance analysis in generalized linear measurement error models. Statistics in Medicine.
8(9), 1075-1093.
-
HALL, P., & CARROLL, R. J.
(1989).
VARIANCE FUNCTION ESTIMATION IN REGRESSION - THE EFFECT OF ESTIMATING THE MEAN. Journal- Royal Statistical Society Series B.
51(1), 3-14.
-
RUPPERT, D., CRESSIE, N., & CARROLL, R. J.
(1989).
A TRANSFORMATION WEIGHTING MODEL FOR ESTIMATING MICHAELIS-MENTEN PARAMETERS. Biometrics.
45(2), 637-656.
-
KUNSCH, H. R., STEFANSKI, L. A., & CARROLL, R. J.
(1989).
CONDITIONALLY UNBIASED BOUNDED-INFLUENCE ESTIMATION IN GENERAL REGRESSION-MODELS, WITH APPLICATIONS TO GENERALIZED LINEAR-MODELS. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
84(406), 460-466.
-
Knsch, H. R., Stefanski, L. A., & Carroll, R. J.
(1989).
Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
84(406), 460-466.
-
Altschul, S. F., Carroll, R. J., & Lipman, D. J.
(1989).
Weights for data related by a tree. Journal of Molecular Biology.
207(4), 647-653.
-
Rowe, D. E., Carroll, R. J., & Day, C. L.
(1989).
Mohs surgery is the treatment of choice for recurrent (previously treated) basal cell carcinoma. The Journal of dermatologic surgery and oncology.
15(4), 424-431.
-
Rowe, D. E., Carroll, R. J., & Day, C. L.
(1989).
Long-term recurrence rates in previously untreated (primary) basal cell carcinoma: implications for patient follow-up. The Journal of dermatologic surgery and oncology.
15(3), 315-328.
-
CARROLL, R. J., & HARDLE, W.
(1989).
SYMMETRIZED NEAREST NEIGHBOR REGRESSION ESTIMATES. Statistics and Probability Letters.
7(4), 315-318.
-
CARROLL, R. J., & HALL, P.
(1988).
OPTIMAL RATES OF CONVERGENCE FOR DECONVOLVING A DENSITY. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
83(404), 1184-1186.
-
Carroll, R. J., & Hall, P.
(1988).
Optimal Rates of Convergence for Deconvolving a Density. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
83(404), 1184-1186.
-
CARROLL, R. J., WU, C., & RUPPERT, D.
(1988).
THE EFFECT OF ESTIMATING WEIGHTS IN WEIGHTED LEAST-SQUARES. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
83(404), 1045-1054.
-
Carroll, R. J., Wu, C., & Ruppert, D.
(1988).
The Effect of Estimating Weights in Weighted Least Squares. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
83(404), 1045-1054.
-
CARROLL, R. J., & WELSH, A. H.
(1988).
A NOTE ON ASYMMETRY AND ROBUSTNESS IN LINEAR-REGRESSION. American Statistician.
42(4), 285-287.
-
Carroll, R. J., & Welsh, A. H.
(1988).
A Note on Asymmetry and Robustness in Linear Regression. American Statistician.
42(4), 285-287.
-
DAVIDIAN, M., & CARROLL, R. J.
(1988).
A NOTE ON EXTENDED QUASI-LIKELIHOOD. Journal- Royal Statistical Society Series B.
50(1), 74-82.
-
DAVIDIAN, M., CARROLL, R. J., & SMITH, W.
(1988).
VARIANCE FUNCTIONS AND THE MINIMUM DETECTABLE CONCENTRATION IN ASSAYS. 75(3), 549-556.
-
STREET, J. O., CARROLL, R. J., & RUPPERT, D.
(1988).
A NOTE ON COMPUTING ROBUST REGRESSION ESTIMATES VIA ITERATIVELY REWEIGHTED LEAST-SQUARES. American Statistician.
42(2), 152-154.
-
Street, J. O., Carroll, R. J., & Ruppert, D.
(1988).
A Note on Computing Robust Regression Estimates via Iteratively Reweighted Least Squares. American Statistician.
42(2), 152-154.
-
CARROLL, R. J., SPIEGELMAN, C. H., & SACKS, J.
(1988).
A QUICK AND EASY MULTIPLE-USE CALIBRATION-CURVE PROCEDURE. Technometrics.
30(2), 137-141.
-
WATTERS, R. L., CARROLL, R. J., & SPIEGELMAN, C. H.
(1988).
HETEROSCEDASTIC CALIBRATION USING ANALYZED REFERENCE MATERIALS AS CALIBRATION STANDARDS. Journal of Research of the National Bureau of Standards.
93(3), 264-265.
-
CARROLL, R. J., & CLINE, D.
(1988).
AN ASYMPTOTIC THEORY FOR WEIGHTED LEAST-SQUARES WITH WEIGHTS ESTIMATED BY REPLICATION. Biometrika.
75(1), 35-43.
-
WU, M. C., & CARROLL, R. J.
(1988).
ESTIMATION AND COMPARISON OF CHANGES IN THE PRESENCE OF INFORMATIVE RIGHT CENSORING BY MODELING THE CENSORING PROCESS. Biometrics.
44(1), 175-188.
-
Carroll, R. J., & Ruppert, D.
(1988).
Discussion. Technometrics.
30(1), 30-31.
-
Carroll, R. J., Spiegelman, C. H., & Sacks, J.
(1988).
A quick and easy multiple-use calibration-curve procedure. Technometrics.
30(2), 137-141.
-
STEFANSKI, L. A., & CARROLL, R. J.
(1987).
CONDITIONAL SCORES AND OPTIMAL SCORES FOR GENERALIZED LINEAR MEASUREMENT-ERROR MODELS. 74(4), 703-716.
-
Davidian, M., & Carroll, R. J.
(1987).
Variance Function Estimation. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
82(400), 1079-1091.
-
Carroll, R. J., & Ruppert, D.
(1987).
Diagnostics and Robust Estimation When Transforming the Regression Model and the Response. Technometrics.
29(3), 287-299.
-
WATTERS, R. L., CARROLL, R. J., & SPIEGELMAN, C. H.
(1987).
ERROR MODELING AND CONFIDENCE-INTERVAL ESTIMATION FOR INDUCTIVELY COUPLED PLASMA CALIBRATION CURVES. Analytical Chemistry.
59(13), 1639-1643.
-
STEFANSKI, L. A., CARROLL, R. J., & RUPPERT, D.
(1986).
Optimally hounded score functions for generalized linear models with applications to logistic regression. Biometrika.
73(2), 413-424.
-
Giltinan, D. M., Carroll, R. J., & Ruppert, D.
(1986).
Some New Estimation Methods for Weighted Regression When There Are Possible Outliers. Technometrics.
28(3), 219-230.
-
Abbott, R. D., & Carroll, R. J.
(1986).
Conditional regression models for transient state survival analysis. American Journal of Epidemiology.
123(4), 728-735.
-
STEFANSKI, L. A., & CARROLL, R. J.
(1985).
COVARIATE MEASUREMENT ERROR IN LOGISTIC-REGRESSION. ANNALS OF STATISTICS.
13(4), 1335-1351.
-
Carroll, R. J., Gallo, P., & Gleser, L. J.
(1985).
Comparison of Least Squares and Errors-in-Variables Regression, with Special Reference to Randomized Analysis of Covariance. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
80(392), 929-932.
-
RUPPERT, D., REISH, R. L., DERISO, R. B., & CARROLL, R. J.
(1985).
A STOCHASTIC POPULATION-MODEL FOR MANAGING THE ATLANTIC MENHADEN (BREVOORTIA-TYRANNUS) FISHERY AND ASSESSING MANAGERIAL RISKS. CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES.
42(8), 1371-1379.
-
Abbott, R. D., & Carroll, R. J.
(1985).
THE AUTHORS REPLY. American Journal of Epidemiology.
122(2), 353-354.
-
Carroll, R. J., & Schneider, H.
(1985).
A note on levene's tests for equality of variances. Statistics and Probability Letters.
3(4), 191-194.
-
CARROLL, R. J., & LOMBARD, F.
(1985).
A NOTE ON N-ESTIMATORS FOR THE BINOMIAL-DISTRIBUTION. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
80(390), 423-426.
-
Carroll, R. J., & Lombard, F.
(1985).
A Note on N Estimators for the Binomial Distribution. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
80(390), 423-426.
-
Fay, R. E.
(1985).
Comment. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
80(389), 114-116.
-
Carroll, R. J., & Ruppert, D.
(1985).
Transformations in Regression: A Robust Analysis. Technometrics.
27(1), 1-12.
-
CARROLL, R. J., GALLO, P., & GLESER, L. J.
(1985).
COMPARISON OF LEAST-SQUARES AND ERRORS-IN-VARIABLES REGRESSION, WITH SPECIAL REFERENCE TO RANDOMIZED ANALYSIS OF COVARIANCE. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
80(392), 929-932.
-
REISH, R. L., DERISO, R. B., RUPPERT, D., & CARROLL, R. J.
(1985).
AN INVESTIGATION OF THE POPULATION-DYNAMICS OF ATLANTIC MENHADEN (BREVOORTIA-TYRANNUS). CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES.
42(1), 147-157.
-
Oberpriller, J. O., Ferrans, V. J., & Carroll, R. J.
(1984).
DNA synthesis in rat atrial myocytes as a response to left ventricular infarction. An autoradiographic study of enzymatically dissociated myocytes. Journal of Molecular and Cellular Cardiology.
16(12), 1119-1126.
-
Carroll, R. J., & Ruppert, D.
(1984).
Comment. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
79(386), 312-313.
-
RUPPERT, D., REISH, R. L., DERISO, R. B., & CARROLL, R. J.
(1984).
OPTIMIZATION USING STOCHASTIC-APPROXIMATION AND MONTE-CARLO SIMULATION (WITH APPLICATION TO HARVESTING OF ATLANTIC MENHADEN). Biometrics.
40(2), 535-545.
-
Carroll, R. J., & Ruppert, D.
(1984).
Power Transformations When Fitting Theoretical Models to Data. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
79(386), 321-328.
-
Abbott, R. D., & Carroll, R. J.
(1984).
Interpreting multiple logistic regression coefficients in prospective observational studies. American Journal of Epidemiology.
119(5), 830-836.
-
Arbustini, E., Jones, M., Moses, R. D., Eidbo, E. E., Carroll, R. J., & Ferrans, V. J.
(1984).
Modification by the Hancock T6 process of calcification of bioprosthetic cardiac valves implanted in sheep. AMERICAN JOURNAL OF CARDIOLOGY.
53(9), 1388-1396.
-
CARROLL, R. J., SPIEGELMAN, C. H., LAN, K., BAILEY, K. T., & ABBOTT, R. D.
(1984).
ON ERRORS-IN-VARIABLES FOR BINARY REGRESSION-MODELS. Biometrika.
71(1), 19-25.
-
CARROLL, R. J., & RUPPERT, D.
(1984).
POWER-TRANSFORMATIONS WHEN FITTING THEORETICAL-MODELS TO DATA. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
79(386), 321-328.
-
Holt, R. N., Scarpello, V., & Carroll, R. J.
(1983).
TOWARD UNDERSTANDING THE CONTENTS OF THE BLACK BOX FOR PREDICTING COMPLEX DECISIONMAKING OUTCOMES. Decision Sciences.
14(2), 253-269.
-
Carroll, R. J.
(1983).
Comment. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
78(381), 78-79.
-
Oberpriller, J. O., Ferrans, V. J., & Carroll, R. J.
(1983).
Changes in DNA content, number of nuclei and cellular dimensions of young rat atrial myocytes in response to left coronary artery ligation. Journal of Molecular and Cellular Cardiology.
15(1), 31-42.
-
Carroll, R. J., & Ruppert, D.
(1982).
A Comparison between Maximum Likelihood and Generalized Least Squares in a Heteroscedastic Linear Model. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
77(380), 878-882.
-
CARROLL, R. J.
(1982).
ADAPTING FOR HETEROSCEDASTICITY IN LINEAR-MODELS. ANNALS OF STATISTICS.
10(4), 1224-1233.
-
Carroll, R. J.
(1982).
Prediction and Power Transformations When the Choice of Power is Restricted to a Finite Set. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
77(380), 908-915.
-
Carroll, R. J., & Ruppert, D.
(1982).
Weak convergence of bounded influence regression estimates with applications to repeated significance testing. Journal of Statistical Planning and Inference.
7(2), 117-129.
-
Carroll, R. J.
(1982).
Robust estimation in certain heteroscedastic linear models when there are many parameters. Journal of Statistical Planning and Inference.
7(1), 1-12.
-
CARROLL, R. J., & RUPPERT, D.
(1982).
A COMPARISON BETWEEN MAXIMUM-LIKELIHOOD AND GENERALIZED LEAST-SQUARES IN A HETEROSCEDASTIC LINEAR-MODEL. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
77(380), 878-882.
-
Carroll, R. J., & Callo, P. P.
(1982).
Sow aspects of robustness in thr functional errors-in-variables regression model. Communications in Statistics: Theory and Methods.
11(22), 2573-2585.
-
CARROLL, R. J., & RUPPERT, D.
(1981).
On prediction and the power transformation family. Biometrika.
68(3), 609-615.
-
Hooton, T. M., Haley, R. W., Culver, D. H., White, J. W., Morgan, W. M., & Carroll, R. J.
(1981).
The joint associations of multiple risk factors with the occurrence of nosocomial infection. American Journal of Medicine.
70(4), 960-970.
-
CARROLL, R. J., & RUPPERT, D.
(1981).
ON PREDICTION AND THE POWER TRANSFORMATION FAMILY. Biometrika.
68(3), 609-615.
-
Briles, D. E., & Carroll, R. J.
(1981).
A simple method for estimating the probable numbers of different antibodies by examining the repeat frequencies of sequences or isoelectric focusing patterns. Molecular Immunology.
18(1), 29-38.
-
Ruppert, D., & Carroll, R. J.
(1980).
Trimmed Least Squares Estimation in the Linear Model. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
75(372), 828-838.
-
RUPPERT, D., & CARROLL, R. J.
(1980).
TRIMMED LEAST-SQUARES ESTIMATION IN THE LINEAR-MODEL. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
75(372), 828-838.
-
Holt, R. N., & Carroll, R. J.
(1980).
Classification of commercial bank loans through policy capturing. Accounting, Organizations and Society.
5(3), 285-296.
-
Carroll, R. J.
(1979).
On Estimating Variances of Robust Estimators When the Errors are Asymmetric. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
74(367), 674-679.
-
Carroll, R. J.
(1978).
On the asymptotic distribution of multivariate M-estimates. Journal of Multivariate Analysis.
8(3), 361-371.
-
Carroll, R. J.
(1978).
Sequential Confidence Intervals for the Mean of a Subpopulation of a Finite Population. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
73(362), 408-413.
-
CARROLL, R. J.
(1978).
ALMOST SURE EXPANSIONS FOR M-ESTIMATES. ANNALS OF STATISTICS.
6(2), 314-318.
-
Carroll, R. J.
(1977).
A Comparison of Two Approaches to Fixed-Width Confidence Interval Estimation. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
72(360), 901-907.
-
Wegman, E. J., & Carroll, R. J.
(1977).
A monte carlo study of robust estimators of location. Communications in Statistics: Theory and Methods.
6(9), 795-812.
-
Carroll, R. J., & Gupta, S. S.
(1977).
On the probabilities of rankings of k populations with applications. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION.
5(2), 145-157.
-
Carroll, R. J.
(1976).
On sequential density estimation. 36(2), 137-151.
-
Carroll, R. J.
(1975).
Density estimation at unknown points and tail ordering. Communications in Statistics.
4(6), 565-574.
-
Shams-White, M. M., Thompson, E. C., Carroll, R. J., & Reedy, J.
Methodological examination of the 2018 World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) Score. American Journal of Epidemiology.
193(8), 1137-1145.
-
Bhadra, A., Wei, R., Keogh, R., Kipnis, V., Midthune, D., Buckman, D. W., ... Carroll, R. J.
(2024).
Measurement error models with zero inflation and multiple sources of zeros, with applications to hard zeros. Lifetime Data Analysis.
-
book
-
Carroll, R. J., & Ruppert, D.
(2017).
Transformation and Weighting in Regression. Taylor & Francis.
-
Liang, F., Liu, C., & Carroll, R. J.
(2010).
Advanced Markov Chain Monte Carlo Methods. Wiley.
-
Carroll, R. J., Ruppert, D., Stefanski, L. A., & Crainiceanu, C. M.
(2006).
Measurement error in nonlinear models: A modern perspective, second edition
-
Carroll, R. J., & Ruppert, D.
(2017).
Transformation and Weighting in Regression. Taylor & Francis.
-
chapter
-
Carroll, R. J.
(2018).
Measurement Error and Case-Control Studies. HANDBOOK OF STATISTICAL METHODS FOR CASE-CONTROL STUDIES.
(pp. 189-204).
-
McGuffey, E. J., Morris, J. S., Manyam, G. C., Carroll, R. J., & Baladandayuthapani, V.
(2015).
Bayesian Models for Flexible Integrative Analysis of Multi-Platform Genomics Data. Integrating Omics Data.
(pp. 221-241).
Cambridge University Press.
-
Martinez, J. G., Huang, J. Z., & Carroll, R. J.
(2010).
A Note on Using Multiple Singular Value Decompositions to Cluster Complex Intracellular Calcium Ion Signals. STATISTICAL MODELLING AND REGRESSION STRUCTURES.
(pp. 419-430).
Springer Nature.
-
Lin, X., & Carroll, R. J.
(2009).
Non-parametric and semi-parametric regression methods for longitudinal data. LONGITUDINAL DATA ANALYSIS.
(pp. 199-221).
-
Lin, X., & Carroll, R. J.
(2009).
Non-parametric and semi-parametric regression methods: Introduction and overview. LONGITUDINAL DATA ANALYSIS.
(pp. 191-197).
-
Carroll, R. J.
(2018).
Measurement Error and Case-Control Studies. HANDBOOK OF STATISTICAL METHODS FOR CASE-CONTROL STUDIES.
(pp. 189-204).
-
conference paper
-
Seidel, D. V., Taddeo, S. S., Azcarate-Peril, M. A., Carroll, R. J., & Turner, N. D.
(2017).
Dried Plums Modify the Colon Luminal Metabolome in a Rat Model of Colon Carcinogenesis. The FASEB Journal.
-
Seidel, D. V., Hicks, K. K., Taddeo, S. S., Azcarate-Peril, M. A., Carroll, R. J., & Turner, N. D.
(2016).
Dried Plums Modify Fecal Short Chain Fatty Acid Concentrations and Gene Expression in a Rat Model of Colon Carcinogenesis. The FASEB Journal.
-
Qahtan, A., Wang, S., Carroll, R., & Zhang, X.
(2014).
A new study of two divergence metrics for change detection in data streams. Frontiers in Artificial Intelligence and Applications.
1081-1082.
-
Tekwe, C. D., Dabney, A. R., & Carroll, R. J.
(2013).
Application of Survival Analysis Methodology to the Quantitative Analysis of LC-MS Proteomics Data. Amino Acids.
609-609.
-
Assaad, H., Yao, K., Bazer, F. W., Zhou, L., Carroll, R. J., Meininger, C. J., & Wu, G.
(2013).
Analysis of energy expenditure in diet-induced obese rats with abnormal metabolism of amino acids. Amino Acids.
597-597.
-
Jennings, E. M., Morris, J. S., Carroll, R. J., Manyam, G. C., & Baladandayuthapani, V.
(2012).
Hierarchical Bayesian Methods for Integration of Various Types of Genomics Data. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
5-8.
-
Zheng, C., Schwartz, S., Chapkin, R. S., Carroll, R. J., & Ivanov, I.
(2012).
Feature selection for high-dimensional integrated data. 1141-1150.
-
Midthune, D. N., Carroll, R. J., Subar, A. F., Freedman, L. S., Thompson, F. E., & Kipnis, V.
(2012).
Combining self-report dietary assessment instruments to reduce the effects of measurement error. The FASEB Journal.
129.1-129.1.
-
Tekwe, C. D., Lei, J., Yao, K., Li, X., Rezaei, R., Dahanayaka, S., ... Wu, G.
(2012).
Oral administration of L-leucine reduces nitric oxide synthesis by endothelial cells of rats. The FASEB Journal.
1129.26-1129.26.
-
Tekwe, C. D., Lei, J., Yao, K., Li, X., Rezaei, R., Dahanayaka, S., ... Wu, G.
(2012).
Oral administration of alpha-ketoglutarate or interferon-tau reduces adiposity in diet-induced obese rats. The FASEB Journal.
819.45-819.45.
-
Tekwe, C. D., Lei, J., Yao, K., Li, X., Rezaei, R., Dahanayaka, S., ... Wu, G.
(2012).
Oral administration of interferon-tau reduces adiposity in Zucker diabetic fatty rats. The FASEB Journal.
1120.4-1120.4.
-
Daniels, W. D., Garcia, T. P., Carroll, R. J., Patil, B. S., & Turner, N. D.
(2012).
Suppression of early colon cancer lesions by apigenin and naringenin is in part due to their downregulation of p21, TLR-4, and MCT-1 expression. The FASEB Journal.
1023.2-1023.2.
-
Piefer, L. A., Weeks, B. R., Carroll, R. J., Byrne, D. H., Ambrus, A., & Turner, N. D.
(2012).
Quercetin and chlorogenic acid affect butyrate excretion, NF-kappa B activity, and cell proliferation in DSS treated rats. The FASEB Journal.
263.6-263.6.
-
Tekwe, C. D., Dabney, A. R., & Carroll, R. J.
(2011).
Application of Survival Analysis Methodology to the Quantitative Analysis of LC-MS Proteomics Data. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
97-100.
-
Ritchie, L. E., Carroll, R. J., Weeks, B. R., McDonough, C. M., Dykes, L., Rooney, L. W., & Turner, N. D.
(2011).
Reduction in DSS-induced enhancement of colonic injury and NF-kappa B activation in rats consuming a diet containing black sorghum bran. The FASEB Journal.
977.4-977.4.
-
Martinez, J. G., Liang, F., Zhou, L., & Carroll, R. J.
(2010).
Longitudinal functional principal component modeling via Stochastic Approximation Monte Carlo. Canadian Journal of Statistics, The.
256-270.
-
Kim, H., Turner, N. D., Taddeo, S. S., Davidson, L. A., Wang, N., Vannucci, M., ... Lupton, J. R.
(2009).
A fish oil/pectin diet suppresses radiation-enhanced colon carcinogenesis via down-regulation of the beta-catenin signaling pathway. The FASEB Journal.
897.6-897.6.
-
Cho, Y., Turner, N. D., Taddeo, S. S., Davidson, L. A., Wang, N., Vannucci, M., ... Lupton, J. R.
(2009).
Chemoprotective fish oil/pectin diets temporally alter gene expression profiles in exfoliated colonocytes. The FASEB Journal.
222.2-222.2.
-
Paulhill, K. J., Taddeo, S. S., Davidson, L. A., Carroll, R. J., Chapkin, R. S., Lupton, J. R., & Turner, N. D.
(2009).
Dietary lipid source alters quercetin effects on antioxidant enzyme/phase I and II gene expression in rat colon. The FASEB Journal.
897.5-897.5.
-
Kim, H., Turner, N. D., Taddeo, S. S., Davidson, L. A., Wang, N., Vannucci, M., ... Lupton, J. R.
(2008).
A fish oil/pectin diet beneficially altered gene profiles during radiation-enhanced colon carcinogenesis. The FASEB Journal.
885.9-885.9.
-
Hong, M. Y., Baladandayuthapani, V., Li, Y., Carroll, R. J., Turner, N. D., & Lupton, J. R.
(2008).
Coordinated p27 Kip1 expression as a function of distance between crypts - Potential inter-crypt signaling. The FASEB Journal.
865.4-865.4.
-
Cho, Y., Martinez, J. G., Turner, N. D., Taddeo, S. S., Davidson, L. A., Wang, N., ... Lupton, J. R.
(2008).
Fish oil and pectin may suppress colon carcinogenesis via inhibition of the MAPK and TGF beta pathways. The FASEB Journal.
885.8-885.8.
-
Lewis, J. B., Taddeo, S. S., McDonough, C. M., Rooney, L. W., Carroll, R. J., & Turner, N. D.
(2008).
Sorghum bran varieties differentially influence endogenous antioxidant enzymes to protect against oxidative stress during colon carcinogenesis. The FASEB Journal.
887.7-887.7.
-
Vanamala, J., Glagolenko, A., Yang, P., Carroll, R. J., Murphy, M. E., Newman, R. A., ... Lupton, J. R.
(2007).
A diet containing fish oil and pectin ameliorates radiation-enhanced colon carcinogenesis by suppression of PPAR(delta) and PGE synthase-2 (PGES(2))and elevation of PGE(3). The FASEB Journal.
A166-A166.
-
Paulhill, K. J., Taddeo, S. S., Carroll, R. J., Chapkin, R. S., Lupton, J. R., & Turner, N. D.
(2007).
Quercetin does not significantly affect the protection of a fish oil diet in early colon careinogenesis. The FASEB Journal.
A58-A58.
-
Vanamala, J., Glagolenko, A., Carroll, R. J., Murphy, M. E., Taddeo, S. S., Chapkin, R. S., Turner, N. D., & Lupton, J. R.
(2007).
Combination of fish oil and pectin suppressed beta-catenin nuclear translocation, an important molecular event in colon carcinogenesis. Journal of Nutrition.
285S-285S.
-
Lupton, J. R., Turner, N. D., Braby, L., Ford, J., Carroll, R. J., & Chapkin, R. S.
(2006).
A combination of omega-3 fatty acids and a butyrate-producing fiber mitigates colon cancer development. 101-110.
-
McGinnis, J. M., Birt, D. F., Brannon, P. M., Carroll, R. J., Gibbons, R. D., Hazzard, W. R., ... Vaughan, W.
(2006).
National Institutes of Health State-of-the-Science Conference Statement. Nutrition Today.
196-206.
-
Turner, N. D., Diaz, A., Taddeo, S. S., Vanamala, J., McDonough, C. M., Dykes, L., ... Rooney, L. W.
(2006).
Bran from black or brown sorghum suppresses colon carcinogenesis. The FASEB Journal.
A599-A599.
-
Hong, M. Y., Turner, N. D., Murphy, M. E., Carroll, R. J., Bancroft, L. K., Davidson, L. A., Chapkin, R. S., & Lupton, J. R.
(2006).
Dietary fish oil down-regulates pro-inflammatory gene expression in colonocytes. The FASEB Journal.
A150-A151.
-
Vanamala, J., Glagolenko, A., Carroll, R. J., Murphy, M. E., Taddeo, S. S., Chapkin, R. S., Turner, N. D., & Lupton, J. R.
(2006).
Fish oil and pectin enhance apoptosis in irradiated rat colonocytes via suppression of PGE synthase-2 and Wnt pathway. The FASEB Journal.
A993-A993.
-
Hong, M. Y., Turner, N. D., Murphy, M. E., Carroll, R. J., Chapkin, R. S., & Lupton, J. R.
(2005).
Dietary fish oil may decrease colonic cell proliferation by upregulating p27Kip1 level in actively proliferating cells. The FASEB Journal.
A1694-A1694.
-
Hong, M. Y., Turner, N. D., Murphy, M. E., Carroll, R. J., Chapkin, R. S., & Lupton, J. R.
(2005).
Dietary fish oil reduces N7-deoxymethylguanine adducts by enhancing apoptosis at the initiation stage of carcinogenesis in the small (SI) and large intestine (LI). The FASEB Journal.
A80-A80.
-
Hong, M. Y., Turner, N. D., Carroll, R. J., Chapkin, R. S., & Lupton, J. R.
(2005).
Higher DNA adduct levels and lower apoptosis may explain the higher cancer susceptibility in the distal colon compared to the rest of the gastrointestinal tract. The FASEB Journal.
A760-A760.
-
Fu, W. J., Haynes, T. E., Kohli, R., Hu, J. B., Shi, W. J., Spencer, T. E., ... Wu, G. Y.
(2005).
L-arginine treatment enhances nitric oxide synthesis and reduces obesity in Zucker diabetic fatty rats. The FASEB Journal.
A463-A463.
-
Carroll, R. J., Davidian, M., Dubin, J., Fitzmaurice, G., Kenward, M., Mohlenberghs, G., & Roy, J.
(2004).
Discussion of two important missing data issues. STATISTICA SINICA.
627-629.
-
Carroll, R. J., Hall, P., Apanasovich, T. V., & Lin, X. H.
(2004).
Histospline method in nonparametric regression models with application to clustered longitudinal data. STATISTICA SINICA.
649-674.
-
Sanders, L. M., Henderson, C. E., Hong, M. Y., Barhoumi, R., Burghardt, R. C., Carroll, R. J., ... Lupton, J. R.
(2004).
Dietary alteration of reactive oxygen species (ROS) and antioxidant enzyme activity in rat colonocytes is age-dependent. The FASEB Journal.
A10-A11.
-
Newton, A. H., Turner, N. D., Hong, M. Y., Davidson, L. A., Sanders, L. M., Chapkin, R. S., ... Lupton, J. R.
(2004).
Dietary fish oil and butyrate may protect against colon cancer by inducing mitochondria-dependent apoptosis in the promotion stage of carcinogenesis. The FASEB Journal.
A10-A10.
-
Hong, M. Y., Turner, N. D., Taddeo, S. S., Murphy, M. E., Carroll, R. J., Chapkin, R. S., & Lupton, J. R.
(2004).
Influence of dietary lipid and butyrate on the coordination of proliferation, p27, differentiation and apoptosis in the same cell during the initiation stage of colon carcinogenesis. The FASEB Journal.
A10-A10.
-
Hong, M. Y., Turner, N. D., Murphy, M. E., Carroll, R. J., Chapkin, R. S., & Lupton, J. R.
(2004).
Relationship among proliferation, p27, differentiation and apoptosis measured by colocalization in the same cell as a function of carcinogen administration. The FASEB Journal.
A477-A477.
-
Turner, N. D., Popovic, N., Mann, J. C., Fu, W. J., Davidson, L. A., Isett, R. B., ... Lupton, J. R.
(2004).
Simulated galactic cosmic radiation enhances colon cancer in the rat, which is mediated by changes in gene expression that are influenced by dietary intervention. Cancer Epidemiology, Biomarkers and Prevention.
1874S-1874S.
-
Sanders, L. M., Henderson, C. E., Hong, M. Y., Barhoumi, R., Burghardt, R. C., Murphy, M. E., ... Lupton, J. R.
(2003).
A diet of fish oil and pectin reduces colonic antioxidant enzymes creating an environment permissive for ROS-induced apoptosis. The FASEB Journal.
A1154-A1154.
-
Mallinckrodt, C. H., Sanger, T. M., Dube, S., DeBrota, D. J., Molenberghs, G., Carroll, R. J., Potter, W. Z., & Tollefson, G. D.
(2003).
Assessing and interpreting treatment effects in longitudinal clinical trials with missing data. Biological Psychiatry.
754-760.
-
Hong, M. Y., Turner, N. D., Davidson, L. A., Chapkin, R. S., Murphy, M. E., Carroll, R. J., Lupton, J. R., & Bancroft, L. K.
(2003).
Dietary fish oil enhances targeted apoptosis response to dextran sodium sulfate (DSS)-induced oxidative DNA damage in the top part of the colonic crypt. The FASEB Journal.
A1097-A1097.
-
Hong, M. Y., Bancroft, L. K., Turner, N. D., Chapkin, R. S., Murphy, M. E., Carroll, R. J., & Lupton, J. R.
(2003).
Differential response to dextran sodium sulfate (DSS)-induced oxidative DNA damage in rat small (SI) and large intestine (LI). The FASEB Journal.
A1205-A1205.
-
Turner, N. D., Popovic, N., Taddeo, S. S., Sanders, L. M., Paulhill, K. J., Mann, J. C., ... Lupton, J. R.
(2003).
High energy LET radiation as a risk modifier in colon carcinogenesis. Cancer Epidemiology, Biomarkers and Prevention.
1334S-1334S.
-
Kipnis, V., Midthune, D., Freedman, L., Bingham, S., Day, N. E., Riboli, E., Ferrari, P., & Carroll, R. J.
(2002).
Bias in dietary-report instruments and its implications for nutritional epidemiology. Public Health Nutrition.
915-923.
-
Henderson, C. E., Sanders, M. L., Hong, M. Y., Taddeo, S. S., Spinka, C. M., Turner, N. D., ... Lupton, J. R.
(2002).
Colonocyte DNA damage differs with diet but not age. The FASEB Journal.
A998-A998.
-
Sanders, L. M., Henderson, C. E., Hong, M. Y., Barhoumi, R., Burghardt, R. C., Spinka, C. M., ... Lupton, J. R.
(2002).
Dietary fish oil and pectin protect against oxidative DNA damage in rat intestinal epithelial cells due to heightened apoptosis induced by reactive oxygen species. The FASEB Journal.
A371-A371.
-
Hong, M. Y., Bancroft, L. K., Turner, N. D., Chapkin, R. S., Spinka, C. M., Carroll, R. J., & Lupton, J. R.
(2002).
Dietary fish oil, compared to corn oil, decreased oxidative DNA damage at the base and middle region of the colonic crypt in dextran sodium sulfate (DSS)-treated rats. The FASEB Journal.
A224-A224.
-
Chapkin, R. S., Arrington, J. L., Apanasovich, T., Carroll, R. J., & McMurray, D. N.
(2002).
Dietary n-3 PUFA affect TcR-mediated activation of purified murine T cells and accessory cell function in co-cultures. The FASEB Journal.
A984-A984.
-
Bancroft, L. K., Lupton, J. R., Taddeo, S. S., Davidson, L. A., Murphy, M. E., Carroll, R. J., & Chapkin, R. S.
(2002).
Fish oil protects against intestinal oxidative DNA damage. The FASEB Journal.
A999-A999.
-
Bancroft, L. K., Chapkin, R. S., Davidson, L. A., Murphy, M. E., Carroll, R. J., & Lupton, J. R.
(2002).
Response to oxidative stress may not explain the differential cancer susceptibility of the small and large intestine. The FASEB Journal.
A1001-A1001.
-
Kauermann, G., & Carroll, R. J.
(2001).
A note on the efficiency of sandwich covariance matrix estimation. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
1387-1396.
-
Henderson, C. E., Sanders, L. M., Hong, M. Y., Taddeo, S. S., Barhoumi, R., Spinka, C. M., ... Lupton, J. R.
(2001).
Diet induced rat colonic reactive oxygen species production is age dependent. The FASEB Journal.
A400-A400.
-
Sanders, L. M., Henderson, C. E., Hong, H., Barboumi, R., Burghardt, R. C., Spinka, C. M., ... Lupton, J. R.
(2001).
Dietary fish oil and pectin protect against oxidative DNA damage despite an increase in reactive oxygen species in rat small and large intestine epithelial cells. The FASEB Journal.
A282-A282.
-
Turner, N. D., Ing, N. H., Carroll, R. J., Taddeo, S. S., & Lupton, J. R.
(2000).
Estrogen receptor alpha levels in rats consuming wheat bran and injected with azoxymethane. The FASEB Journal.
A294-A294.
-
Hong, M. Y., Chapkin, R. S., Davidson, L. A., Turner, N. D., Morris, J. S., Wang, N., Carroll, R. J., & Lupton, J. R.
(2000).
Fish oil enhances targeted apoptosis during colon tumor initiation by down regulating Bcl-2. The FASEB Journal.
A169-A169.
-
Hong, M. Y., Chapkin, R. S., Carroll, R. J., Wang, N., Turner, N. D., Morris, J. S., Davidson, L. A., & Lupton, J. R.
(1999).
Fish oil is protective against colon tumorigenesis by two distinct mechanisms in a site specific manner. The FASEB Journal.
A540-A540.
-
Carroll, R. J., & Galindo, C. D.
(1998).
Measurement error, biases, and the validation of complex models for blood lead levels in children. Environmental Health Perspectives.
1535-1539.
-
Carroll, R. J., Freedman, L. S., & Kipnis, V.
(1998).
Measurement error and dietary intake. Advances in Experimental Medicine and Biology.
139-145.
-
Carroll, R. J., Pee, D., Freedman, L. S., & Brown, C. C.
(1997).
Statistical design of calibration studies. AMERICAN JOURNAL OF CLINICAL NUTRITION.
1187S-1189S.
-
Kchenhoff, H., & Carroll, R. J.
(1997).
Segmented regression with errors in predictors: semi-parametric and parametric methods. Statistics in Medicine.
169-188.
-
Hartman, A. M., Freedman, L. S., Carroll, R. J., & Barrett, M. J.
(1997).
Calibrating food-frequency questionnaires: A comparison of three studies. AMERICAN JOURNAL OF CLINICAL NUTRITION.
1328-1328.
-
Carroll, R. J., Pee, D., Freedman, L. S., & Brown, C. C.
(1997).
Statistical design of calibration studies. AMERICAN JOURNAL OF CLINICAL NUTRITION.
1187-1189.
-
Simpson, D. G., Carroll, R. J., Xie, M. G., & Guth, D. J.
(1996).
Weighted logistic regression and robust analysis of diverse toxicology data. Communications in Statistics: Theory and Methods.
2615-2632.
-
Wacholder, S., Carroll, R. J., Pee, D., & Gail, M. H.
(1994).
The partial questionnaire design for case-control studies. Statistics in Medicine.
623-634.
-
Seidel, D. V., Taddeo, S. S., Azcarate-Peril, M. A., Carroll, R. J., & Turner, N. D.
(2017).
Dried Plums Modify the Colon Luminal Metabolome in a Rat Model of Colon Carcinogenesis. The FASEB Journal.
Research
principal investigator on
- Nutrition, Biostatistics & Bioinformatics Training Grant awarded by National Cancer Institute - (Rockville, Maryland, United States) 2016 - 2021
- Nutrition, Biostatistics and Bioinformatics Training Grant awarded by National Institutes of Health - (Bethesda, Maryland, United States) 2013 - 2021
- Measurement Error, Nutrition, Physical Activity and Cancer awarded by National Institutes of Health - (Bethesda, Maryland, United States) 2015 - 2020
- Merit Award: Measurement Error, Nutrition and Breast/Colon Cancer awarded by National Institutes of Health - (Bethesda, Maryland, United States) 2010 - 2015
co-principal investigator on
investigator on
- Texas A&M Center for Environmental Health Research awarded by National Institute of Environmental Health Sciences - (Durham, North Carolina, United States) 2019 - 2024
- Radiation-induced Apoptosis Avoidance and Colon Tumorigenesis: Epigenetic Regulation in Adult Stem Cells awarded by Johnson Space Center - (Houston, Texas, United States) 2015 - 2018
Teaching
teaching activities
- STAT485 Directed Studies Instructor
- STAT612 Thry Of Linear Models Instructor
- STAT651 Stat In Research I Instructor
- STAT660 Flexible Regression Instructor
- STAT685 Directed Studies Instructor
- STAT689 Sptp: Flex Regressing Using R Instructor
- STAT689 Sptp: Flexible Regression Instructor
- STAT689 Sptp:flexible Regression Instructor
- STAT691 Research Instructor
Works By Students
chaired theses and dissertations
-
Apanasovich, Tatiyana Vladimirovna (2005-11). Testing for spatial correlation and semiparametric spatial modeling of binary outcomes with application to aberrant crypt foci in colon carcinogenesis experiments.
-
Asher, Alexander Allen (2018-08). Semiparametric Analysis of Complex Polygenic Gene-Environment Interactions in Case-Control Studies.
-
Baladandayuthapani, Veerabhadran (2007-04). Bayesian methods in bioinformatics.
-
Chen, Zijuan (2020-06). Topics in Variable Selection and Spatial Statistics with Applications.
-
Dai, Guorong (2019-05). Efficient Estimators for Expectations in Nonlinear Parametric Regression Models with Responses Missing at Random & Data Integration in High Dimension with Multiple Quantiles.
-
Gregory, Karl Bruce (2014-06). Two-Sample Testing in High Dimension and a Smooth Block Bootstrap for Time Series.
-
Hwang, Lie-Ju (1990-08). An empirical Bayes approach to variance function estimation.
-
Knickerbocker, Ronald Keith (1993-08). Dimension reduction in semiparametric measurement error models with errors in covariates.
-
Kravitz, Eli Samuel (2019-05). Scoring and Relative Risk Analysis in Nutrition and Physical Activity.
-
Landin, Richard (1992-08). Estimating the relationship between dietary intake and food frequency questionnaires.
-
Lee, Seokho (2010-07). Principal Components Analysis for Binary Data.
-
Leyk Williams, Malgorzata (2006-04). Summarizing FLARE assay images in colon carcinogenesis.
-
Li, Bo (2009-06). An analysis of Texas rainfall data and asymptotic properties of space-time covariance estimators.
-
Li, Yehua (2009-06). Topics in functional data analysis with biological applications.
-
Liang, Liang (2017-05). Semiparametric Efficient Estimators in Primary and Secondary Analysis of Case-Control Studies.
-
Lin, Fang-Yu (2014-10). Combining Strategies for Parallel Stochastic Approximation Monte Carlo Algorithm of Big Data.
-
Liu, Lian (2009-05). Topics in measurement error and missing data problems.
-
Maity, Arnab (2009-05). Efficient inference in general semiparametric regression models.
-
McGuffey, Elizabeth Jennings (2015-04). Statistical Methods for Integrating Genomics Data.
-
Rahman, Shahina (2015-08). Efficient Nonparametric and Semiparametric Regression Methods with application in Case-Control Studies.
-
Ray, Shubhankar (2006-10). Nonparametric Bayesian analysis of some clustering problems.
-
Redd, Andrew Middleton (2011-10). An Additive Bivariate Hierarchical Model for Functional Data and Related Computations.
-
Ryu, Duchwan (2005-08). Regression analysis with longitudinal measurements.
-
Sarkar, Abhra (2014-06). Bayesian Semiparametric Density Deconvolution and Regression in the Presence of Measurement Errors.
-
Singh, Trijya (2012-10). Efficient Small Area Estimation in the Presence of Measurement Error in Covariates.
-
Spinka, Christine Marie (2005-02). Gene-environment interactions in genetic epidemiology.
-
Sun, Ranye (2014-03). Thresholding Multivariate Regression and Generalized Principal Components.
-
Wang, Tianying (2018-07). Topics in Measurement Error Analysis and High-Dimensional Binary Classification.
-
Wang, Yanqing (2014-08). Relative Risks Analysis in Nutritional Epidemiology.
-
Wei, Jiawei (2011-10). Secondary Analysis of Case-Control Studies in Genomic Contexts.
-
Wei, Rubin (2014-04). Highly Nonlinear Measurement Error Models in Nutritional Epidemiology.
-
Xun, Xiaolei (2012-07). Statistical Inference in Inverse Problems.
-
Zhang, Saijuan (2012-02). Bayesian Methods in Nutrition Epidemiology and Regression-based Predictive Models in Healthcare.
Background
education and training
awards and honors
- Highly Cited Researcher, conferred by Thomson Reuters - (New York, New York, United States), 2014
- Gottfried E Noether Award (Noether Senior Scholar Award), conferred by American Statistical Association - (Alexandria, Virginia, United States), 2014
- AAAS Fellow, conferred by American Association For The Advancement of Science - (Washington D.C., District of Columbia, United States), 2013
- Nonparametric Statistics Section Chair, conferred by American Statistical Association - (Alexandria, Virginia, United States), 2012
- MERIT Award, conferred by National Institutes of Health - (Bethesda, Maryland, United States), 2005
- Association of Former Students University-Level Distinguished Achievement Award, The, conferred by Texas A&M University - (College Station, Texas, United States), 2004
- Jerome Sacks Award for Cross-Disciplinary Research, conferred by National Institute of Statistical Sciences - (Durham, North Carolina, United States), 2003
- Association of Former Students College-Level Teaching Distinguished Achievement Award, The, conferred by Texas A&M University - (College Station, Texas, United States), 2003
- COPSS Award: Fisher Lecture, conferred by American Statistical Association - (Alexandria, Virginia, United States), 2002
- Highly Cited Researcher, conferred by Thomson Reuters - (New York, New York, United States), 2001
- COPSS Award: George W Snedecor Award, conferred by American Statistical Association - (Alexandria, Virginia, United States), 1997
- Alexander von Humboldt Senior Research Award, conferred by Alexander von Humboldt Foundation - (Bonn, Germany), 1996
- Outstanding Presentation Award, Society of Toxicology Annual Meeting, Risk Assessment Specialty Section, conferred by Society of Toxicology - (Reston, Virginia, United States), 1995
- Distinguished Alumnus, conferred by Purdue University - (West Lafayette, Indiana, United States), 1994
- Association of Former Students University-Level Distinguished Achievement Award, The, conferred by Texas A&M University - (College Station, Texas, United States), 1994
- Don Owen Award, conferred by American Statistical Association - (Alexandria, Virginia, United States), 1994
- Wilcoxon Prize, conferred by American Society for Quality - (Milwaukee, Wisconsin, United States), 1986
- Fellow, conferred by Institute of Mathematical Statistics - (Beachwood, Ohio, United States), 1984
- ASA Fellows, conferred by American Statistical Association - (Alexandria, Virginia, United States), 1982
Contact
first name
- Raymond
has last name
- Carroll
mailing address
-
Texas A&M University
Department Of Statistics
3143 TAMU
College Station, TX 77843-3143
USA
Other
- rcarroll@tamu.edu