James O. Berger
Arts and Sciences Professor of Statistics
Collaborative Research: Using Precursor Information to Update Probabilistic Hazard Maps awarded by National Science Foundation (Co Investigator). 2018 to 2020
Hazards SEES: Persistent volcanic crises -- resilience in the face of prolonged and uncertain risk awarded by State University of New York - Buffalo (Co-Principal Investigator). 2015 to 2019
Collaborative Research: Advances Statistical Surrogates for Linking Multiple Computer Models with Disparate Data for Quantifying Uncertain Hazards awarded by National Science Foundation (Co-Principal Investigator). 2016 to 2019
Bayesian Analysis and Interfaces awarded by National Science Foundation (Principal Investigator). 2014 to 2019
Collaborative Research: Statistical And Computational Models and Methods for Extracting Knowledge from Massive Disparate awarded by National Science Foundation (Co-Principal Investigator). 2012 to 2015
Collaborative Research: Bayesian Analysis and Applications awarded by National Science Foundation (Principal Investigator). 2010 to 2015
Hazards SEES Type 1: Persistent volcanic crises in the USA: from precursors to resilience awarded by University of Hawaii System (Co-Principal Investigator). 2013 to 2015
Bayes 250 Conference awarded by National Science Foundation (Principal Investigator). 2013 to 2014
Statistical and Applied Mathematical Sciences Institute (Supplement) awarded by National Science Foundation (Principal Investigator). 2002 to 2012
FRG: Collaborative Research: Prediction and Risk of Extreme Events Utilizing Mathematical Computer Models of Geophysical awarded by National Science Foundation (Co-Principal Investigator). 2008 to 2012
Berger, JO. "Bayesian analysis: A look at today and thoughts of tomorrow." Statistics in the 21st Century. January 1, 2001. 275-290.
Benjamin, DJ, Berger, JO, Johannesson, M, Nosek, BA, Wagenmakers, EJ, Berk, R, Bollen, KA, Brembs, B, Brown, L, Camerer, C, Cesarini, D, Chambers, CD, Clyde, M, Cook, TD, De Boeck, P, Dienes, Z, Dreber, A, Easwaran, K, Efferson, C, Fehr, E, Fidler, F, Field, AP, Forster, M, George, EI, Gonzalez, R, Goodman, S, Green, E, Green, DP, Greenwald, AG, Hadfield, JD, Hedges, LV, Held, L, Hua Ho, T, Hoijtink, H, Hruschka, DJ, Imai, K, Imbens, G, Ioannidis, JPA, Jeon, M, Jones, JH, Kirchler, M, Laibson, D, List, J, Little, R, Lupia, A, Machery, E, Maxwell, SE, McCarthy, M, Moore, DA, Morgan, SL, Munafó, M, Nakagawa, S, Nyhan, B, Parker, TH, Pericchi, L, Perugini, M, Rouder, J, Rousseau, J, Savalei, V, Schönbrodt, FD, Sellke, T, Sinclair, B, Tingley, D, Van Zandt, T, Vazire, S, Watts, DJ, Winship, C, Wolpert, RL, Xie, Y, Young, C, Zinman, J, and Johnson, VE. "Redefine statistical significance." Nature Human Behaviour 2.1 (January 1, 2018): 6-10. Full Text Open Access Copy
Kyzyurova, KN, Berger, JO, and Wolpert, RL. "Coupling computer models through linking their statistical emulators." Siam Asa Journal on Uncertainty Quantification 6.3 (January 1, 2018): 1151-1171. Full Text
Gu, M, and Berger, JO. "Parallel partial Gaussian process emulation for computer models with massive output." Annals of Applied Statistics 10.3 (September 1, 2016): 1317-1347. Full Text
Bayarri, MJ, Benjamin, DJ, Berger, JO, and Sellke, TM. "Rejection odds and rejection ratios: A proposal for statistical practice in testing hypotheses." Journal of Mathematical Psychology 72 (June 2016): 90-103. Full Text
Wang, X, and Berger, JO. "Estimating shape constrained functions using Gaussian processes." Siam Asa Journal on Uncertainty Quantification 4.1 (January 1, 2016): 1-25. Full Text
Bayarri, MJ, Berger, JO, Calder, ES, Patra, AK, Pitman, EB, Spiller, ET, and Wolpert, RL. "PROBABILISTIC QUANTIFICATION OF HAZARDS: A METHODOLOGY USING SMALL ENSEMBLES OF PHYSICS-BASED SIMULATIONS AND STATISTICAL SURROGATES." International Journal for Uncertainty Quantification 5.4 (2015): 297-325. Full Text
Bayarri, MJ, Berger, JO, and Molina, G. "Incorporating uncertainties into traffic simulators." January 1, 2007.
Berger, J. "A statistician's perspective on Astrostatistics." 4th Statistical Challenges in Modern Astronomy Conference. June 12, 2006 - June 15, 2006. Penn State Univ, University Pk, PA.: ASTRONOMICAL SOC PACIFIC, January 1, 2007.
Berger, JO, and Molina, G. "Some recent developments in Bayesian variable selection." 24th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering. July 25, 2004 - July 30, 2004. Max Planck Inst Plasmaphys, Garching, GERMANY.: AMER INST PHYSICS, January 1, 2004.
Berger, JO, Jefferys, WH, Muller, P, and Barnes, TG. "Bayesian model selection and analysis for Cepheid star oscillations." 3rd Statistical Challenges in Modern Astronomy Conference (SCMA III). July 18, 2001 - July 21, 2001. PENN STATE UNIV, UNIVERSITY PK, PA.: SPRINGER, January 1, 2003. Full Text
Berger, JO, and Connors, A. "Some recent developments in Bayesian analysis, with astronomical illustrations." Statistical Challenges in Modern Astronomy II Conference (SCMA II). June 1996. PENN STATE UNIV, UNIVERSITY PK, PA.: SPRINGER-VERLAG, January 1, 1997.
WANG, Y, BERGER, JO, and BOUKAI, B. "A Bayesian testing procedure with valid conditional frequentist interpretation." ASA 1994 Winter Conference. January 6, 1994 - January 9, 1994. ATLANTA, GA.: AMER STATISTICAL ASSOC, January 1, 1994.
BERGER, JO. "THE PRESENT AND FUTURE OF BAYESIAN MULTIVARIATE-ANALYSIS." 7th Multivariate Conference. May 1992. PENN STATE UNIV, UNIV PK, PA.: ELSEVIER SCIENCE PUBL B V, January 1, 1993.