Johnson, Valen
individual record
Professor
Positions:
- Professor, Statistics, College of Science
- Dean, College of Science
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
selected publications
Academic Articles88
- Johnson, V. E. (2019). Evidence From Marginally Significant t Statistics. AMERICAN STATISTICIAN. 73(Suppl 1), 129-134.
- 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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- 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.
- 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.
Books3
- Johnson, V. E. (2006). Grade Inflation A Crisis in College Education. Springer Science %26 Business Media.
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Conference Papers11
- 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. 79(13),
- 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. 41(6), 462-463.
- 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.
- 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. Oncol Nurs Forum. 40(6), E457-E457.
- 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. ADVANCED DATA MINING AND APPLICATIONS, PROCEEDINGS. 1613, 266-279.
Internet Publications2
- Johnson, V. E. (2019). Is it the end of ‘statistical significance’? The battle to make science more uncertain.
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awards and honors
teaching activities
- SCEN289 Clsc Hullabaloo U Instructor
- SCEN289 Sptp: Sc First Year Sch Instructor
- STAT438 Bayesian Statistics Instructor
- STAT689 Sptp: Bayes Model & Hypo Test Instructor
- STAT691 Research Instructor
chaired theses and dissertations
- Nikooienejad, Amir (2017-12). Bayesian Variable Selection in High Dimensional Genomic Studies Using Nonlocal Priors. (Doctoral Dissertation)
- Shin, Minsuk (2017-08). Priors for Bayesian Shrinkage and High-Dimensional Model Selection. (Doctoral Dissertation)
- Barney, Bradley (2011-08). Bayesian Joint Modeling of Binomial and Rank Response Data. (Doctoral Dissertation)
- Joshi, Adarsh (2010-05). Bayesian Model Selection for High-dimensional High-throughput Data. (Doctoral Dissertation)
Email
vejohnson@tamu.edu
First Name
Valen
Last Name
Johnson
mailing address
Texas A&M University; Department Of Statistics; 3143 TAMU
College Station, TX 77843-3143
USA