HR job title
- Professor
- Contact Info
- 1 979 845 3141
Johnson, Valen Professor
Positions
- Professor, Statistics, College of Arts and Sciences
- Overview
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- Teaching
- Works By Students
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Overview
Publications
selected publications
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academic article
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Pramanik, S., & Johnson, V. E.
(2022).
Efficient alternatives for Bayesian hypothesis tests in psychology. Psychological methods.
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Aboud, E., Ahn, S., Rogachev, G. V., Johnson, V. E., Bishop, J., Christian, G., ... Scriven, D. P.
(2022).
Modular next generation fast-neutron detector for portal monitoring. Nuclear Science and Techniques/Hewuli.
33(1), 13.
-
Rahman, S., Johnson, V. E., & Rao, S. S.
(2022).
A Hyperparameter-Free, Fast and Efficient Framework to Detect Clusters From Limited Samples Based on Ultra High-Dimensional Features. IEEE Access.
10, 116844-116857.
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Pramanik, S., Johnson, V. E., & Bhattacharya, A.
(2021).
A Modified Sequential Probability Ratio Test. Journal of Mathematical Psychology.
101, 102505-102505.
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Yoshihama, S., Cho, S. X., Yeung, J., Pan, X., Lizee, G., Konganti, K., Johnson, V. E., & Kobayashi, K. S.
(2021).
NLRC5/CITA expression correlates with efficient response to checkpoint blockade immunotherapy. Scientific Reports.
11(1), 3258.
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Shin, M., Bhattachrya, A., & Johnson, V. E.
(2020).
Functional Horseshoe Priors for Subspace Shrinkage. 115(532), 1784-1797.
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Gao, F., Pan, X., Dodd-Eaton, E. B., Recio, C. V., Montierth, M. D., Bojadzieva, J., ... Wang, W.
(2020).
A pedigree-based prediction model identifies carriers of deleterious de novo mutations in families with Li-Fraumeni syndrome. Genome Research.
30(8), 1170-1180.
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Nikooienejad, A., Wang, W., & Johnson, V. E.
(2020).
BAYESIAN VARIABLE SELECTION FOR SURVIVAL DATA USING INVERSE MOMENT PRIORS. Annals of Applied Statistics.
14(2), 809-828.
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Nikooienejad, A., & Johnson, V. E.
(2020).
On the Existence of Uniformly Most Powerful Bayesian Tests With Application to Non-Central Chi-Squared Tests. Bayesian Analysis.
16(1), 93-109.
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Johnson, V. E.
(2019).
Evidence from marginally significant t statistics. American Statistician.
73(Suppl 1), 129-134.
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Sanyal, N., Lo, M., Kauppi, K., Djurovic, S., Andreassen, O. A., Johnson, V. E., & Chen, C.
(2019).
GWASinlps: non-local prior based iterative SNP selection tool for genome-wide association studies. Bioinformatics.
35(1), 1-11.
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Johnson, V. E.
(2019).
Raise the bar rather than retire significance. Nature.
567(7749), 461-461.
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Benjamin, D. J., Berger, J. O., Johannesson, M., Nosek, B. A., Wagenmakers, E., Berk, R., ... Johnson, V. E.
(2018).
Redefine statistical significance. Nature Human Behaviour.
2(1), 6-10.
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Shin, M., Bhattacharya, A., & Johnson, V. E.
(2018).
Scalable Bayesian variable selection using nonlocal prior densities in ultrahigh-dimensional settings. STATISTICA SINICA.
28(2), 1053-1078.
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Johnson, V. E., Payne, R. D., Wang, T., Asher, A., & Mandal, S.
(2017).
On the Reproducibility of Psychological Science. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
112(517), 1-10.
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Goddard, S. D., & Johnson, V. E.
(2016).
Restricted most powerful Bayesian tests for linear models. 43(4), 1162-1177.
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Nikooienejad, A., Wang, W., & Johnson, V. E.
(2016).
Bayesian variable selection for binary outcomes in high-dimensional genomic studies using non-local priors. Bioinformatics.
32(9), 1338-1345.
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Liu, S., & Johnson, V. E.
(2015).
A robust Bayesian dose-finding design for phase I/II clinical trials. Biostatistics.
17(2), 249-263.
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Barney, B. J., Amici, F., Aureli, F., Call, J., & Johnson, V. E.
(2015).
Joint Bayesian Modeling of Binomial and Rank Data for Primate Cognition. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
110(510), 573-582.
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Goddard, S. D., & Johnson, V. E.
(2015).
THE LACK OF REPRODUCIBILITY IN RESEARCH HOW STATISTICS CAN ENDORSE RESULTS. 0(5), 175-179.
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Jun, M., Katzfuss, M., Hu, J., & Johnson, V. E.
(2014).
Assessing fit in Bayesian models for spatial processes. Environmetrics.
25(8), 584-595.
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Mueller, J. W., Vining, D. J., Jones, A. K., Followill, D., Johnson, V. E., Bhosale, P., Rong, J., & Cody, D. D.
(2014).
In vivo CT dosimetry during CT colonography. 202(4), 703-710.
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Wang, X. S., Shi, Q., Shah, N. D., Heijnen, C. J., Cohen, E. N., Reuben, J. M., ... Cleeland, C. S.
(2014).
Inflammatory markers and development of symptom burden in patients with multiple myeloma during autologous stem cell transplantation. 20(5), 1366-1374.
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Liu, S., Yuan, Y., Castillo, R., Guerrero, T., & Johnson, V. E
(2014).
Evaluation of image registration spatial accuracy using a Bayesian hierarchical model. Biometrics.
70(2), 366-377.
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Johnson, V. E
(2014).
Reply to Gelman, Gaudart, Pericchi: More reasons to revise standards for statistical evidence. Proceedings of the National Academy of Sciences of the United States of America.
111(19), E1936-E1937.
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Johnson, V. E.
(2013).
On Numerical Aspects of Bayesian Model Selection in High and Ultrahigh-dimensional Settings. 8(4), 741-758.
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Barney, B. J., Wang, X. S., Lu, C., Liao, Z., Johnson, V. E., Cleeland, C. S., & Mendoza, T. R.
(2013).
Prognostic value of patient-reported symptom interference in patients with late-stage lung cancer. Quality of Life Research.
22(8), 2143-2150.
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Johnson, V. E.
(2013).
UNIFORMLY MOST POWERFUL BAYESIAN TESTS. 41(4), 1716-1741.
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Cai, C., Yuan, Y., & Johnson, V. E.
(2013).
Bayesian adaptive phase II screening design for combination trials. 10(3), 353-362.
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Bhosale, P., Shah, A., Wei, W., Varadhachary, G., Johnson, V., Shah, V., & Kundra, V.
(2013).
Carcinoid tumours: predicting the location of the primary neoplasm based on the sites of metastases. European Radiology.
23(2), 400-407.
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Silosky, M., Johnson, V., Beasley, C., & Kappadath, S. C.
(2013).
Characterization of the count rate performance of modern gamma cameras. Medical Physics.
40(3), 032502-032502.
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Johnson, V. E.
(2013).
On biases in assessing replicability, statistical consistency and publication bias. Journal of Mathematical Psychology.
57(5), 177-179.
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Johnson, V. E
(2013).
Revised standards for statistical evidence. Proceedings of the National Academy of Sciences of the United States of America.
110(48), 19313-19317.
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Jones, D., Vichaya, E. G., Wang, X. S., Williams, L. A., Shah, N. D., Thomas, S. K., ... Mendoza, T. R.
(2013).
Validation of the M. D. Anderson Symptom Inventory multiple myeloma module. Journal of Hematology and Oncology.
6(1), 13.
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Radvanyi, L. G., Bernatchez, C., Zhang, M., Fox, P. S., Miller, P., Chacon, J., ... Hwu, P.
(2012).
Specific lymphocyte subsets predict response to adoptive cell therapy using expanded autologous tumor-infiltrating lymphocytes in metastatic melanoma patients. CLINICAL CANCER RESEARCH.
18(24), 6758-6770.
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Tan, C. H., Wei, W., Johnson, V., & Kundra, V.
(2012).
Diffusion-weighted MRI in the detection of prostate cancer: meta-analysis. American Journal of Roentgenology.
199(4), 822-829.
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Sailors, M. H., Wang, X. S., Liu, P., Johnson, V. E., Reuben, J. M., Cohen, E. N., ... Cleeland, C. S.
(2012).
Longitudinal relationship between inflammatory markers and patient-reported symptom severity during induction therapy for multiple myeloma. Journal of Clinical Oncology.
30(15_suppl), 9083-9083.
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Cleeland, C. S., Wang, X. S., Thomas, S. K., Liu, P., Sailors, M. H., Mendoza, T. R., ... Johnson, V. E.
(2012).
Predictive value of baseline serum MIP-1 and CRP on symptom burden and tumor response to induction therapy in patients with multiple myeloma. Journal of Clinical Oncology.
30(15_suppl), 8091-8091.
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Williams, L. A., Wang, X. S., Johnson, V. E., Liu, P., Shah, N., Mendoza, T. R., ... Cleeland, C. S.
(2012).
Inflammatory markers and symptom burden in patients with multiple myeloma undergoing autologous stem cell transplantation. Journal of Clinical Oncology.
30(15_suppl), 9081-9081.
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Bronstein, Y., Ng, C. S., Rohren, E., Ross, M. I., Lee, J. E., Cormier, J., Johnson, V. E., & Hwu, W.
(2012).
PET/CT in the management of patients with stage IIIC and IV metastatic melanoma considered candidates for surgery: evaluation of the additive value after conventional imaging. American Journal of Roentgenology.
198(4), 902-908.
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Yuan, Y., & Johnson, V. E
(2012).
Goodness-of-fit diagnostics for Bayesian hierarchical models. Biometrics.
68(1), 156-164.
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Amici, F., Barney, B., Johnson, V. E., Call, J., & Aureli, F.
(2012).
A modular mind? A test using individual data from seven primate species. PLoS ONE.
7(12), e51918-e51918.
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Johnson, V. E., & Rossell, D.
(2012).
Bayesian Model Selection in High-Dimensional Settings. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
107(498), 649-660.
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Ng, C. S., Waterton, J. C., Kundra, V., Brammer, D., Ravoori, M., Han, L., ... Jackson, E. F.
(2012).
Reproducibility and comparison of DCE-MRI and DCE-CT perfusion parameters in a rat tumor model. Technology in Cancer Research and Treatment.
11(3), 279-288.
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Wang, X. S., Liu, P., Cleeland, C. S., Reuben, J. M., Cohen, E. N., Williams, L., ... Johnson, V. E.
(2011).
The Longitudinal Relationship Between Inflammatory Markers and Patient-Reported Symptom Severity During Induction Therapy for Multiple Myeloma. Blood.
118(21), 4920-4920.
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Vu, T. H., Guha-Thakurta, N., Harrell, R. K., Ahmed, S., Kumar, A. J., Johnson, V. E., ... Schellingerhout, D.
(2011).
Imaging characteristics of hyperfunctioning parathyroid adenomas using multiphase multidectector computed tomography: a quantitative and qualitative approach. Journal of Computer Assisted Tomography: a radiological journal dedicated to the basic and clinical aspects of reconstructive tomography.
35(5), 560-567.
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Reese, C. S., Wilson, A. G., Guo, J., Hamada, M. S., & Johnson, V. E.
(2011).
A Bayesian Model for Integrating Multiple Sources of Lifetime Information in System-Reliability Assessments. Journal of Quality Technology.
43(2), 127-141.
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Wright, K. C., Ravoori, M. K., Dixon, K. A., Han, L., Singh, S. P., Liu, P., ... Kundra, V.
(2011).
Perfusion CT assessment of tissue hemodynamics following hepatic arterial infusion of increasing doses of angiotensin II in a rabbit liver tumor model. Radiology.
260(3), 718-726.
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Chandler, A., Wei, W., Herron, D. H., Anderson, E. F., Johnson, V. E., & Ng, C. S.
(2011).
Semiautomated motion correction of tumors in lung CT-perfusion studies. Academic Radiology.
18(3), 286-293.
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Lee, B., Shah, N., Giralt, S., Gao, H., Cohen, E. N., Williams, L., ... Reuben, J. M.
(2011).
Significant Changes in Inducible Cytokine Synthesis by Activated Peripheral Blood Leukocytes of Multiple Myeloma Patients Receiving Standard Dose Autologous Stem Cell Transplantation. Blood.
118(21), 5096-5096.
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Lee, B., Giralt, S., Cohen, E., Galland, M., Lafortune, T., Gning, I., ... Reuben, J. M.
(2010).
Concordance Between the Serum Levels of Interleukin-6, Microrna-21, and the Severity of Subjective Symptoms of Multiple Myeloma Patients Undergoing Autologous Stem Cell Transplantation. Blood.
116(21), 2953-2953.
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Wang, X. S., Reuben, J. M., Lee, B., Orlowski, R. Z., Johnson, V. E., Joy, J., ... Cleeland, C.
(2010).
Preliminary Evidences of Circulating Inflammatory Markers Associated with Symptom Development In Patients with Multiple Myeloma During Induction Therapy. Blood.
116(21), 4734-4734.
-
Johnson, V. E.
(2010).
Bayesian aggregation error?. International Journal of Reliability and Safety.
4(4), 359-359.
-
Cao, J., Moosman, A., & Johnson, V. E
(2010).
A Bayesian chi-squared goodness-of-fit test for censored data models. Biometrics.
66(2), 426-434.
-
McCurdy, M., McAleer, M. F., Wei, W., Ezhil, M., Johnson, V., Khan, M., ... Guerrero, T.
(2010).
Induction and concurrent taxanes enhance both the pulmonary metabolic radiation response and the radiation pneumonitis response in patients with esophagus cancer. International Journal of Radiation: Oncology - Biology - Physics.
76(3), 816-823.
-
Johnson, V. E., & Rossell, D.
(2010).
On the use of nonlocal prior densities in Bayesian hypothesis tests. Journal of the Royal Statistical Society Series B: Statistical Methodology.
72(2), 143-170.
-
Wang, X. S., Cleeland, C. S., Mendoza, T. R., Yun, Y. H., Wang, Y., Okuyama, T., & Johnson, V. E
(2010).
Impact of cultural and linguistic factors on symptom reporting by patients with cancer. Journal of the National Cancer Institute.
102(10), 732-738.
-
Wang, X. S., Shi, Q., Lu, C., Basch, E. M., Johnson, V. E., Mendoza, T. R., Mobley, G. M., & Cleeland, C. S
(2010).
Prognostic value of symptom burden for overall survival in patients receiving chemotherapy for advanced nonsmall cell lung cancer. 116(1), 137-145.
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Riegel, A. C., Bucci, M. K., Mawlawi, O. R., Johnson, V., Ahmad, M., Sun, X., ... Pan, T
(2010).
Target definition of moving lung tumors in positron emission tomography: correlation of optimal activity concentration thresholds with object size, motion extent, and source-to-background ratio. Medical Physics.
37(4), 1742-1752.
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Banerjee, K., Chabris, C. F., Johnson, V. E., Lee, J. J., Tsao, F., & Hauser, M. D.
(2009).
General intelligence in another primate: individual differences across cognitive task performance in a New World monkey (Saguinus oedipus). PLoS ONE.
4(6), e5883-e5883.
-
Johnson, V. E., & Cook, J. D
(2009).
Bayesian design of single-arm phase II clinical trials with continuous monitoring. Clinical Trials.
6(3), 217-226.
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Castillo, R., Castillo, E., Guerra, R., Johnson, V. E., McPhail, T., Garg, A. K., & Guerrero, T
(2009).
A framework for evaluation of deformable image registration spatial accuracy using large landmark point sets. Physics in Medicine and Biology.
54(7), 1849-1870.
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Wang, X. S., Williams, L. A., Johnson, V. E., Mao, L., Krishnan, S., Liao, Z., Mobley, G., & Cleeland, C. S.
(2009).
Association of sTNF-R1 and the development of treatment-related symptoms in patients undergoing concurrent chemoradiation therapy for colorectal or esophageal cancer. Journal of Clinical Oncology.
27(15_suppl), 3041-3041.
-
Riegel, A. C., Chang, J. Y., Vedam, S. S., Johnson, V., Chi, P., & Pan, T.
(2009).
Cine computed tomography without respiratory surrogate in planning stereotactic radiotherapy for non-small-cell lung cancer. International Journal of Radiation: Oncology - Biology - Physics.
73(2), 433-441.
-
Hu, J., Joshi, A., & Johnson, V. E.
(2009).
Log-Linear Models for Gene Association. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
104(486), 597-607.
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Rampurwala, M., Ravoori, M. K., Wei, W., Johnson, V. E., Vikram, R., & Kundra, V.
(2009).
Visualization and quantification of intraperitoneal tumors by in vivo computed tomography using negative contrast enhancement strategy in a mouse model of ovarian cancer. Translational Oncology.
2(2), 96-106.
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JOHNSON, V. E.
(2008).
Properties of Bayes Factors Based on Test Statistics. Scandinavian Journal of Statistics.
35(2), 354-368.
-
Yuan, Y., & Johnson, V. E
(2008).
Bayesian hypothesis tests using nonparametric statistics. STATISTICA SINICA.
18(3), 1185-1200.
-
Hu, J., & Johnson, V. E.
(2008).
Bayesian model selection using test statistics. Journal of the Royal Statistical Society Series B: Statistical Methodology.
71(1), 143-158.
-
Hart, J. P., McCurdy, M. R., Ezhil, M., Wei, W., Khan, M., Luo, D., ... Guerrero, T. M.
(2008).
Radiation pneumonitis: correlation of toxicity with pulmonary metabolic radiation response. International Journal of Radiation: Oncology - Biology - Physics.
71(4), 967-971.
-
Johnson, V. E
(2008).
Statistical analysis of the National Institutes of Health peer review system. Proceedings of the National Academy of Sciences of the United States of America.
105(32), 11076-11080.
-
Johnson, V. E.
(2007).
Bayesian model assessment using pivotal quantities. Bayesian Analysis.
2(4), 719-733.
-
Anderson-Cook, C. M., Graves, T., Hamada, M., Hengartner, N., Johnson, V. E., Reese, C. S., & Wilson, A. G
(2007).
Bayesian stockpile reliability methodology for complex systems. Military Operations Research.
12(2), 25-37.
-
Johnson, V. E
(2007).
Comment: Bayesian Checking of the Second Levels of Hierarchical Models. Statistical Science.
22(3), 353-358.
-
Johnson, V., & Yuan, Y
(2007).
Comments on 'An exploratory test for an excess of significant findings' by JPA loannidis and TA Trikalinos. Clinical Trials.
4(3), 254-255.
-
Iyer, R. B., Balachandran, A., Bruzzi, J. F., Johnson, V., Macapinlac, H. A., & Munden, R. F.
(2007).
PET/CT and hepatic radiation injury in esophageal cancer patients. Cancer Imaging.
7(1), 189-194.
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Guerrero, T., Johnson, V., Hart, J., Pan, T., Khan, M., Luo, D., ... Komaki, R.
(2007).
Radiation pneumonitis: local dose versus [18F]-fluorodeoxyglucose uptake response in irradiated lung. International Journal of Radiation: Oncology - Biology - Physics.
68(4), 1030-1035.
-
Johnson, T. D., & Johnson, V. E
(2006).
A Bayesian hierarchical approach to multirater correlated ROC analysis. Statistics in Medicine.
25(11), 1858-1871.
-
Johnson, V. E.
(2005).
Bayes factors based on test statistics. Journal of the Royal Statistical Society Series B: Statistical Methodology.
67(5), 689-701.
-
Johnson, V. E., Moosman, A., & Cotter, P.
(2005).
A Hierarchical Model for Estimating the Early Reliability of Complex Systems. IEEE Transactions on Reliability.
54(2), 224-231.
-
Johnson, V. E.
(2004).
A Bayesian 2 test for goodness-of-fit. ANNALS OF STATISTICS.
32(6), 2361-2384.
-
Hamada, M., Martz, H. F., Reese, C. S., Graves, T., Johnson, V., & Wilson, A. G.
(2004).
A fully Bayesian approach for combining multilevel failure information in fault tree quantification and optimal follow-on resource allocation. Reliability Engineering & System Safety.
86(3), 297-305.
-
Hamada, M., Johnson, V., Moore, L. M., & Wendelberger, J.
(2004).
Bayesian Prediction Intervals and Their Relationship to Tolerance Intervals. Technometrics.
46(4), 452-459.
-
Johnson, V. E., Deaner, R. O., & van Schaik, C. P.
(2002).
Bayesian Analysis of Rank Data With Application to Primate Intelligence Experiments. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
97(457), 8-17.
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Pizer, S. M., Fritsch, D. S., Yushkevich, P. A., Johnson, V. E., & Chaney, E. L
(1999).
Segmentation, registration, and measurement of shape variation via image object shape. IEEE Transactions on Medical Imaging.
18(10), 851-865.
-
Johnson, V. E.
(1998).
A Coupling-Regeneration Scheme for Diagnosing Convergence in Markov Chain Monte Carlo Algorithms. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
93(441), 238-248.
-
Johnson, V. E.
(1998).
Comment. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
93(442), 541-544.
-
Johnson, V. E.
(1997).
An alternative to traditional GPA for evaluating student performance. Statistical Science.
12(4), 251-278.
-
Higdon, D. M., Bowsher, J. E., Johnson, V. E., Turkington, T. G., Gilland, D. R., & Jaszczak, R. J
(1997).
Fully Bayesian estimation of Gibbs hyperparameters for emission computed tomography data. IEEE Transactions on Medical Imaging.
16(5), 516-526.
-
Bowsher, J. E., Johnson, V. E., Turkington, T. G., Jaszczak, R. J., Floyd, C. R., & Coleman, R. E.
(1996).
Bayesian reconstruction and use of anatomical a priori information for emission tomography. IEEE Transactions on Medical Imaging.
15(5), 673-686.
-
Johnson, V. E.
(1996).
On Bayesian Analysis of Multirater Ordinal Data: An Application to Automated Essay Grading. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
91(433), 42-51.
-
Johnson, V. E.
(1996).
Studying Convergence of Markov Chain Monte Carlo Algorithms Using Coupled Sample Paths. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
91(433), 154-166.
-
Mirrett, P. L., Riski, J. E., Glascott, J., & Johnson, V.
(1994).
Videofluoroscopic assessment of dysphagia in children with severe spastic cerebral palsy. Dysphagia.
9(3), 174-179.
-
Johnson, V. E.
(1994).
A Model for Segmentation and Analysis of Noisy Images. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
89(425), 230-241.
-
Johnson, V. E
(1994).
A note on stopping rules in EM-ML reconstructions of ECT images. IEEE Transactions on Medical Imaging.
13(3), 569-571.
-
Ouyang, X., Wong, W. H., Johnson, V. E., Hu, X., & Chen, C. T
(1994).
Incorporation of correlated structural images in PET image reconstruction. IEEE Transactions on Medical Imaging.
13(4), 627-640.
-
Wilson, A. G., & Johnson, V. E
(1994).
Priors on scale-space templates. Proceedings of SPIE.
2299, 161-168.
-
Johnson, V. E.
(1992).
A Technique for Estimating Marginal Posterior Densities in Hierarchical Models Using Mixtures of Conditional Densities. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
87(419), 852-860.
-
Soper, J. T., Johnson, P., Johnson, V., Berchuck, A., & Clarke-Pearson, D. L
(1992).
Comprehensive restaging laparotomy in women with apparent early ovarian carcinoma. Obstetrics and Gynecology.
80(6), 949-953.
-
Hu, X. P., Johnson, V., Wong, W. H., & Chen, C. T.
(1991).
Bayesian image processing in magnetic resonance imaging. Magnetic Resonance Imaging.
9(4), 611-620.
-
Johnson, V. E., Wong, W. H., Hu, X. P., & Chen, C. T
(1991).
Bayesian restoration of PET images using Gibbs priors. Progress in clinical and biological research.
363, 15-28.
-
Johnson, V. E., Wong, W. H., Hu, X., & Chen, C.
(1991).
Image restoration using Gibbs priors: boundary modeling, treatment of blurring, and selection of hyperparameter. IEEE Transactions on Pattern Analysis and Machine Intelligence.
13(5), 413-425.
-
Chen, C., Ouyang, X., Wong, W. H., Hu, X., Johnson, V. E., Ordonez, C., & Metz, C. E.
(1991).
Sensor fusion in image reconstruction. IEEE TRANSACTIONS ON NUCLEAR SCIENCE.
38(2), 687-692.
-
Chen, C., Johnson, V. E., Wong, W. H., Hu, X., & Metz, C. E.
(1990).
Bayesian image reconstruction in positron emission tomography. IEEE TRANSACTIONS ON NUCLEAR SCIENCE.
37(2), 636-641.
-
Kaur, H., Matin, S. F., Javadi, S., Johnson, V. E., Choi, H., Sandler, C., & Ahrar, K.
Chyluria after radiofrequency ablation of renal tumors. 22(7), 924-927.
-
Pramanik, S., & Johnson, V. E.
(2022).
Efficient alternatives for Bayesian hypothesis tests in psychology. Psychological methods.
-
book
-
Johnson, V. E.
(2006).
Grade Inflation A Crisis in College Education. Springer Science & Business Media.
-
Johnson, V. E., & Albert, J. H
(2006).
Ordinal Data Modeling. Springer Science & Business Media.
-
Johnson, V. E., & Johnson, T. D.
(2005).
Bayesian Analysis of ROC Data. Ed. 25.
Elsevier.
-
Johnson, V. E.
(2006).
Grade Inflation A Crisis in College Education. Springer Science & Business Media.
-
chapter
-
Rossell, D., Telesca, D., & Johnson, V. E.
(2013).
High-Dimensional Bayesian Classifiers Using Non-Local Priors. Studies in Classification, Data Analysis, and Knowledge Organization.
Statistical Models for Data Analysis.
(pp. 305-313).
Springer Nature.
-
Johnson, V. E.
(2011).
Bayes' Factors. Encyclopedia of Life Sciences.
Wiley.
-
Rossell, D., Baladandayuthapani, V., & Johnson, V. E.
(2008).
Bayes Factors Based on Test Statistics Under Order Restrictions. Bayesian Evaluation of Informative Hypotheses.
(pp. 111-129).
Springer Nature.
-
Rossell, D., Telesca, D., & Johnson, V. E.
(2013).
High-Dimensional Bayesian Classifiers Using Non-Local Priors. Studies in Classification, Data Analysis, and Knowledge Organization.
Statistical Models for Data Analysis.
(pp. 305-313).
Springer Nature.
-
conference paper
-
Pan, X., Gao, F., Dodd, E. B., Bojadzieva, J., Mai, P. L., Johnson, V. E., ... Wang, W.
(2019).
A general probabilistic algorithm to predict de novo mutations in familial diseases as demonstrated in Li-Fraumeni Syndrome. Cancer Research.
2406-2406.
-
Bosca, R., Mahajan, A., Johnson, V. E., Brown, P. D., Dong, L., Stafford, R. J., & Jackson, E. F.
(2014).
Development of a Multiparametric Statistical Response Map for Quantitative Imaging. Medical Physics.
462-463.
-
Williams, L., Wang, X. S., Shi, Q., Reuben, J. M., Shah, N., Johnson, V. E., & Cleeland, C. S.
(2013).
INFLAMMATORY MARKERS AND SYMPTOM BURDEN IN PATIENTS WITH MULTIPLE MYELOMA UNDERGOING AUTOLOGOUS STEM CELL TRANSPLANTATION. ONCOLOGY NURSING FORUM.
E457-E457.
-
Rossell, D., Telesca, D., & Johnson, V. E.
(2013).
High-dimensional bayesian classifiers using non-local priors. Studies in Classification, Data Analysis, and Knowledge Organization.
305-313.
-
Laading, J. K., McCulloch, C., Johnson, V. E., Gilland, D. R., & Jaszczak, R. J.
(1999).
A hierarchical feature based deformation model applied to 4D cardiac SPECT data. Lecture Notes in Computer Science.
266-279.
-
Fritsch, D., Pizer, S., Yu, L., Johnson, V., & Chaney, E.
(1997).
Segmentation of medical image objects using deformable shape loci. Lecture Notes in Computer Science.
127-140.
-
Laading, J. K., Johnson, V. E., Baydush, A. H., & Floyd, C. E
(1996).
Novel statistical analysis of two sources of digital chest radiographs. Proceedings of SPIE.
62-71.
-
Bowsher, J. E., Johnson, V. E., Turkington, T. G., Floyd, C. E., Jaszczak, R. J., & Coleman, R. E.
(1994).
Improved lesion detection and quantification in emission tomography using anatomical and physiological prior information. 1907-1911.
-
Johnson, V. E., Bowsher, J. E., Qian, J., & Jaszczak, R. J
(1992).
Segmentation and analysis of emission-computed-tomography images. Proceedings of SPIE.
287-295.
-
Chen, C. T., Johnson, V. E., Hu, X., Wong, W. H., & Metz, C. E
(1990).
Image processing and image reconstruction with the use of a priori information. Proceedings of SPIE.
439-442.
-
Johnson, V. E., Chen, C. T., Wong, W. H., Hu, X., & Metz, C. E
(1989).
Bayesian image reconstruction. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings.
483-484.
-
Pan, X., Gao, F., Dodd, E. B., Bojadzieva, J., Mai, P. L., Johnson, V. E., ... Wang, W.
(2019).
A general probabilistic algorithm to predict de novo mutations in familial diseases as demonstrated in Li-Fraumeni Syndrome. Cancer Research.
2406-2406.
-
webpage
-
Johnson, V. E.
(2019).
Is it the end of statistical significance? The battle to make science more uncertain
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Johnson, V.
(2017).
A statistical fix for the replication crisis in science
-
Johnson, V. E.
(2019).
Is it the end of statistical significance? The battle to make science more uncertain
Research
principal investigator on
investigator on
- Nutrition, Biostatistics and Bioinformatics Training Grant awarded by National Institutes of Health - (Bethesda, Maryland, United States) 2013 - 2021
- Nutritional Modulation to Minimize Resistance Exercise Induced Metabolic Deregulations and Improve Training Responsiveness in Chronic Obstructive Pulmonary Disease awarded by National Institutes of Health - (Bethesda, Maryland, United States) 2019 - 2020
Teaching
teaching activities
- STAT438 Bayesian Statistics Instructor
- STAT638 Applied Bayes Methods Instructor
- STAT689 Sptp: Advanced Bayes Instructor
- STAT689 Sptp: Bayes Model & Hypo Test Instructor
- STAT691 Research Instructor
Works By Students
chaired theses and dissertations
-
Barney, Bradley (2012-10). Bayesian Joint Modeling of Binomial and Rank Response Data.
-
Goddard, Scott D (2015-04). Restricted Most Powerful Bayesian Tests.
-
Joshi, Adarsh (2012-07). Bayesian Model Selection for High-dimensional High-throughput Data.
-
Nikooienejad, Amir (2017-12). Bayesian Variable Selection in High Dimensional Genomic Studies Using Nonlocal Priors.
-
Shin, Minsuk (2017-07). Priors for Bayesian Shrinkage and High-Dimensional Model Selection.
Background
education and training
- Ph.D. in Statistics, University of Chicago - (Chicago, Illinois, United States) 1989
- M.A. in Applied Mathematics, The University of Texas at Austin - (Austin, Texas, United States) 1985
- B.S. in Mathematics, Rensselaer Polytechnic Institute - (Troy, New York, United States) 1981
awards and honors
- ASA Fellows, conferred by American Statistical Association - (Alexandria, Virginia, United States), 1999
Contact
first name
- Valen
has last name
- Johnson
mailing address
-
Texas A&M University
Department Of Statistics
3143 TAMU
College Station, TX 77843-3143
USA
Other
In the News
- A&M Research Supporter, Naational Science Foundation Celebrates 70 Years News Release
- John August Named Dean Of Texas A&M's College of Veterinary Medicine And Biomedical Sciences News Release
- Texas A&M Leadership To The Aggie Community: 'Be An Ally' News Release
- Texas A&M To Offer New Science Course On Real-World Issues News Release
- vejohnson@tamu.edu