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- PHYLOGENETICALLY INFORMED BAYESIAN TRUNCATED COPULA GRAPHICAL MODELS FOR MICROBIAL ASSOCIATION NETWORKS. Annals of Applied Statistics. 16:2437-2457. 2022
- HYPERCONTRACTIVITY AND LOWER DEVIATION ESTIMATES IN NORMED SPACES 2022
- Bayesian Estimation of Correlation Matrices of Longitudinal Data. Bayesian Analysis. 16:1039-1058. 2021
- SIMULTANEOUS NON-GAUSSIAN COMPONENT ANALYSIS (SING) FOR DATA INTEGRATION IN NEUROIMAGING. Annals of Applied Statistics. 15:1431-1454. 2021
- A short note on Markov duality in multi–species higher spin stochastic vertex models. Electronic Communications in Probability. 26. 2021
- EFFECTIVE MODEL CALIBRATION VIA SENSIBLE VARIABLE IDENTIFICATION AND ADJUSTMENT WITH APPLICATION TO COMPOSITE FUSELAGE SIMULATION. Annals of Applied Statistics. 14:1759-1776. 2020
- Hard-edge asymptotics of the Jacobi growth process. L'Institut Henri Poincare, Annales B: Probabilites et Statistiques. 56:2329-2355. 2020
- Bayesian variable selection for survival data using inverse moment priors. Annals of Applied Statistics. 14:809-828. 2020
- OPTIMAL REAL-TIME DETECTION OF A DRIFTING BROWNIAN COORDINATE. Annals of Applied Probability. 30:1032-1065. 2020
- On the Existence of Uniformly Most Powerful Bayesian Tests With Application to Non-Central Chi-Squared Tests. Bayesian Analysis. 16:93-109. 2020
- SPATIO-TEMPORAL SHORT-TERM WIND FORECAST: A CALIBRATED REGIME-SWITCHING METHOD.. Annals of Applied Statistics. 13:1484-1510. 2019
- A ROBUST AND EFFICIENT APPROACH TO CAUSAL INFERENCE BASED ON SPARSE SUFFICIENT DIMENSION REDUCTION.. ANNALS OF STATISTICS. 47:1505-1535. 2019
- Efficient Bayesian Regularization for Graphical Model Selection.. Bayesian Analysis. 14:449-476. 2019
- Fast Model-Fitting of Bayesian Variable Selection Regression Using the Iterative Complex Factorization Algorithm.. Bayesian Analysis. 14:573-594. 2019
- BAYESIAN FRACTIONAL POSTERIORS. ANNALS OF STATISTICS. 47:39-66. 2019
- FAST DYNAMIC NONPARAMETRIC DISTRIBUTION TRACKING IN ELECTRON MICROSCOPIC DATA. Annals of Applied Statistics. 13:1537-1563. 2019
- Categorizing a continuous predictor subject to measurement error.. Electronic Journal of Statistics. 12:4032-4056. 2018
- A GENERAL FRAMEWORK FOR ASSOCIATION ANALYSIS OF HETEROGENEOUS DATA. Annals of Applied Statistics. 12:1700-1726. 2018
- Dimension reduction and estimation in the secondary analysis of case-control studies.. Electronic Journal of Statistics. 12:1782-1821. 2018
- A GAUSSIAN SMALL DEVIATION INEQUALITY FOR CONVEX FUNCTIONS. Annals of Probability. 46:1441-1454. 2018
- COVARIATE MATCHING METHODS FOR TESTING AND QUANTIFYING WIND TURBINE UPGRADES. Annals of Applied Statistics. 12:1271-1292. 2018
- Conditional mean and quantile dependence testing in high dimension. ANNALS OF STATISTICS. 46:219-246. 2018
- EFFICIENT AND ADAPTIVE LINEAR REGRESSION IN SEMI-SUPERVISED SETTINGS. ANNALS OF STATISTICS. 46:1541-1572. 2018
- Reciprocal Graphical Models for Integrative Gene Regulatory Network Analysis. Bayesian Analysis. 13:1091-1106. 2018
- SiAM: A Hybrid of Single Index Models and Additive Models.. Electronic Journal of Statistics. 11:2397-2423. 2017
- Estimation and inference of error-prone covariate effect in the presence of confounding variables.. Electronic Journal of Statistics. 11:480-501. 2017
- An asymptotic theory for spectral analysis of random fields. Electronic Journal of Statistics. 11:4297-4322. 2017
- Fitting the linear preferential attachment model. Electronic Journal of Statistics. 11:3738-3780. 2017
- Nonparametric Goodness of Fit via Cross-Validation Bayes Factors. Bayesian Analysis. 12:653-677. 2017
- TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS.. ANNALS OF STATISTICS. 45:1-38. 2017
- Signature inversion for monotone paths. Electronic Communications in Probability. 22:1-11. 2017
- Bayesian Solution Uncertainty Quantification for Differential Equations. Bayesian Analysis. 11:1279-1284. 2016
- FIBER DIRECTION ESTIMATION, SMOOTHING AND TRACKING IN DIFFUSION MRI.. Annals of Applied Statistics. 10:1137-1156. 2016
- REJOINDER: "FIBER DIRECTION ESTIMATION, SMOOTHING AND TRACKING IN DIFFUSION MRI".. Annals of Applied Statistics. 10:1166-1169. 2016
- DETECTING ABRUPT CHANGES IN THE SPECTRA OF HIGH-ENERGY ASTROPHYSICAL SOURCES. Annals of Applied Statistics. 10:1107-1134. 2016
- An interacting particle system with geometric jump rates near a partially reflecting boundary. Electronic Communications in Probability. 21. 2016
- EFFICIENT CALIBRATION FOR IMPERFECT COMPUTER MODELS. ANNALS OF STATISTICS. 43:2331-2352. 2015
- Estimation and Inference in Generalized Additive Coefficient Models for Nonlinear Interactions with High-Dimensional Covariates.. ANNALS OF STATISTICS. 43:2102-2131. 2015
- Bayesian Model Selection Based on Proper Scoring Rules - Comment. Bayesian Analysis. 10:501-504. 2015
- Optimal variable selection in multi-group sparse discriminant analysis. Electronic Journal of Statistics. 9:2007-2034. 2015
- Classification algorithms using adaptive partitioning. ANNALS OF STATISTICS. 42:2141-2163. 2014
- BAYESIAN SPARSE GRAPHICAL MODELS FOR CLASSIFICATION WITH APPLICATION TO PROTEIN EXPRESSION DATA.. Annals of Applied Statistics. 8:1443-1468. 2014
- Rank discriminants for predicting phenotypes from RNA expression. Annals of Applied Statistics. 8:1469-1491. 2014
- ANISOTROPIC FUNCTION ESTIMATION USING MULTI-BANDWIDTH GAUSSIAN PROCESSES.. ANNALS OF STATISTICS. 42:352-381. 2014
- Estimating the Distribution of Dietary Consumption Patterns.. Statistical Science: a review journal. 29:2-8. 2014
- Reply to the Discussion of "Estimating the Distribution of Dietary Consumption Patterns". Statistical Science: a review journal. 29:103-103. 2014
- A location-mixture autoregressive model for online forecasting of lung tumor motion. Annals of Applied Statistics. 8:1341-1371. 2014
- AUTOMATIC ESTIMATION OF FLUX DISTRIBUTIONS OF ASTROPHYSICAL SOURCE POPULATIONS. Annals of Applied Statistics. 8:1690-1712. 2014
- INCORPORATING GEOSTROPHIC WIND INFORMATION FOR IMPROVED SPACE-TIME SHORT-TERM WIND SPEED FORECASTING. Annals of Applied Statistics. 8:1782-1799. 2014
- POSTERIOR CONTRACTION IN SPARSE BAYESIAN FACTOR MODELS FOR MASSIVE COVARIANCE MATRICES. ANNALS OF STATISTICS. 42:1102-1130. 2014
- The Gaussian free field in interlacing particle systems. Electronic Journal of Probability. 19. 2014
- UNEXPECTED PROPERTIES OF BANDWIDTH CHOICE WHEN SMOOTHING DISCRETE DATA FOR CONSTRUCTING A FUNCTIONAL DATA CLASSIFIER.. ANNALS OF STATISTICS. 41:2739-2767. 2013
- BAYESIAN OBJECT CLASSIFICATION OF GOLD NANOPARTICLES. Annals of Applied Statistics. 7:640-668. 2013
- BAYESIAN SPLINE METHOD FOR ASSESSING EXTREME LOADS ON WIND TURBINES. Annals of Applied Statistics. 7:2034-2061. 2013
- Fixed-smoothing asymptotics for time series. ANNALS OF STATISTICS. 41:1329-1349. 2013
- On Numerical Aspects of Bayesian Model Selection in High and Ultrahigh-dimensional Settings.. Bayesian Analysis. 8:741-758. 2013
- UNIFORMLY MOST POWERFUL BAYESIAN TESTS.. ANNALS OF STATISTICS. 41:1716-1741. 2013
- INVESTIGATING INTERNATIONAL NEW PRODUCT DIFFUSION SPEED: A SEMIPARAMETRIC APPROACH. Annals of Applied Statistics. 6:625-651. 2012
- A NEW MULTIVARIATE MEASUREMENT ERROR MODEL WITH ZERO-INFLATED DIETARY DATA, AND ITS APPLICATION TO DIETARY ASSESSMENT.. Annals of Applied Statistics. 5:1456-1487. 2011
- A generalized linear mixed model for longitudinal binary data with a marginal logit link function.. Annals of Applied Statistics. 5:449-467. 2011
- COVARIANCE APPROXIMATION FOR LARGE MULTIVARIATE SPATIAL DATA SETS WITH AN APPLICATION TO MULTIPLE CLIMATE MODEL ERRORS. Annals of Applied Statistics. 5:2519-2548. 2011
- Covariance Estimation: The GLM and Regularization Perspectives. Statistical Science: a review journal. 26:369-387. 2011
- Data Augmentation for Support Vector Machines. Bayesian Analysis. 6:25-29. 2011
- Testing the structural stability of temporally dependent functional observations and application to climate projections. Electronic Journal of Statistics. 5:1765-1796. 2011
- ESTIMATION AND VARIABLE SELECTION FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELS.. ANNALS OF STATISTICS. 39:1827-1851. 2011
- USE OF MULTIPLE SINGULAR VALUE DECOMPOSITIONS TO ANALYZE COMPLEX INTRACELLULAR CALCIUM ION SIGNALS.. Annals of Applied Statistics. 3:1467-1492. 2009
- Analysis of Case-Control Association Studies: SNPs, Imputation and Haplotypes.. Statistical Science: a review journal. 24:489-502. 2009
- SIMEX and standard error estimation in semiparametric measurement error models.. Electronic Journal of Statistics. 3:318-348. 2009
- Semiparametric regression during 2003-2007.. Electronic Journal of Statistics. 3:1193-1256. 2009
- Approximation and learning by greedy algorithms. ANNALS OF STATISTICS. 36:64-94. 2008
- INTERPRETING SELF-ORGANIZING MAPS THROUGH SPACE-TIME DATA MODELS. Annals of Applied Statistics. 2:1194-1216. 2008
- Normalized least-squares estimation in time-varying ARCH models. ANNALS OF STATISTICS. 36:742-786. 2008
- Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments. ANNALS OF STATISTICS. 35:1608-1643. 2007
- Comment on Article by Dominici et al.. Bayesian Analysis. 2:37-42. 2007
- Bayesian model assessment using pivotal quantities. Bayesian Analysis. 2:719-733. 2007
- Comment: Bayesian Checking of the Second Levels of Hierarchical Models. Statistical Science: a review journal. 22:353-358. 2007
- Discussion: Conditional growth charts. ANNALS OF STATISTICS. 34:2098-2104. 2006
- Statistical inference for time-varying ARCH processes. ANNALS OF STATISTICS. 34:1075-1114. 2006
- Efficient estimation of a semiparametric partially linear varying coefficient model. ANNALS OF STATISTICS. 33:258-283. 2005
- Linearization coefficients for orthogonal polynomials using stochastic processes. Annals of Probability. 33:114-136. 2005
- Sampling for passive Internet measurement: A review. Statistical Science: a review journal. 19:472-498. 2004
- A Bayesian 2 test for goodness-of-fit. ANNALS OF STATISTICS. 32:2361-2384. 2004
- Bayesian-motivated tests of function fit and their asymptotic frequentist properties. ANNALS OF STATISTICS. 32:2580-2615. 2004
- Stability and the Lyapounov exponent of threshold AR-ARCH Models. Annals of Applied Probability. 14:1920-1949. 2004
- Asymptotic loss probability in a finite buffer fluid queue with heterogeneous heavy-tailed On-Off processes. Annals of Applied Probability. 13:576-603. 2003
- Stability of Nonlinear Time Series: What Does Noise Have to Do with It?. Lecture notes-monograph series / Institute of Mathematical Statistics. 37:151-170. 2003
- A conversation with Emanuel Parzen. Statistical Science: a review journal. 17:357-378. 2002
- Adaptive wavelet estimator for nonparametric density deconvolution. ANNALS OF STATISTICS. 27:2033-2053. 1999
- Estimation in a semiparametric partially linear errors-in-variables model. ANNALS OF STATISTICS. 27:1519-1535. 1999
- Large deviations of inverse processes with nonlinear scalings. Annals of Applied Probability. 8:995-1026. 1998
- Local linear regression for generalized linear models with missing data. ANNALS OF STATISTICS. 26:1028-1050. 1998
- Hypercontractivity and Comparison of Moments of Iterated Maxima and Minima of Independent Random Variables. Electronic Journal of Probability. 3:1-26. 1998
- An alternative to traditional GPA for evaluating student performance. Statistical Science: a review journal. 12:251-278. 1997
- DIMENSION REDUCTION IN A SEMIPARAMETRIC REGRESSION-MODEL WITH ERRORS IN COVARIATES. ANNALS OF STATISTICS. 23:161-181. 1995
- Bias Reduction in Kernel Density Estimation by Smoothed Empirical Transformations. ANNALS OF STATISTICS. 22:185-210. 1994
- REPORT OF THE AD-HOC-COMMITTEE-ON-DOUBLE-BLIND-REFEREEING AND ON DESIGN OF AN EXPERIMENT ON DOUBLE-BLIND REFEREEING - COMMENT. Statistical Science: a review journal. 8:320-330. 1993
- [Report of the Ad Hoc Committee on Design of an Experiment on Double-Blind Refereeing]: Comment. Statistical Science: a review journal. 8:323-323. 1993
- AN ASYMPTOTIC THEORY FOR SLICED INVERSE REGRESSION. ANNALS OF STATISTICS. 20:1040-1061. 1992
- TESTING GOODNESS-OF-FIT IN REGRESSION VIA ORDER SELECTION CRITERIA. ANNALS OF STATISTICS. 20:1412-1425. 1992
- [Choosing a Kernel Regression Estimator]: Comment. Statistical Science: a review journal. 6:425-427. 1991
- DECONVOLUTION-BASED SCORE TESTS IN MEASUREMENT ERROR MODELS. ANNALS OF STATISTICS. 19:249-259. 1991
- NONPARAMETRIC-ESTIMATION OF OPTIMAL PERFORMANCE CRITERIA IN QUALITY ENGINEERING. ANNALS OF STATISTICS. 18:281-302. 1990
- DATA-DRIVEN BANDWIDTH CHOICE FOR DENSITY-ESTIMATION BASED ON DEPENDENT DATA. ANNALS OF STATISTICS. 18:873-890. 1990
- AN ARMA TYPE PROBABILITY DENSITY ESTIMATOR. ANNALS OF STATISTICS. 16:842-855. 1988
- Admissibile Kernel Estimators of a Multivariate Density. ANNALS OF STATISTICS. 16:1421-1427. 1988
- GAUSSIAN-PROCESSES AND MIXED VOLUMES. Annals of Probability. 15:292-304. 1987
- COVARIATE MEASUREMENT ERROR IN LOGISTIC-REGRESSION. ANNALS OF STATISTICS. 13:1335-1351. 1985
- On the Mean Convergence of the Best Linear Interpolator of Multivariate Stationary Stochastic Processes. Annals of Probability. 12:609-614. 1984
- ADAPTING FOR HETEROSCEDASTICITY IN LINEAR-MODELS. ANNALS OF STATISTICS. 10:1224-1233. 1982
- Liquid Chromatography Mass Spectrometry-Based Proteomics: Biological and Technological Aspects.. Annals of Applied Statistics. 4:1797-1823. 1979
- ALMOST SURE EXPANSIONS FOR M-ESTIMATES. ANNALS OF STATISTICS. 6:314-318. 1978
- OPTIMAL REPLACEMENT FOR SYSTEMS GOVERNED BY MARKOV ADDITIVE SHOCK PROCESSES. Annals of Probability. 5:413-429. 1977
- LAW OF LARGE NUMBERS AND CENTRAL LIMIT-THEOREM IN BANACH-SPACES. Annals of Probability. 4:587-599. 1976
- Smoothing-inspired lack-of-fit tests based on ranks. 138-155. 2008
- The analysis of change-point data with dependent errors. Lecture notes-monograph series / Institute of Mathematical Statistics. 194-209. 1994