Variable selection via Gibbs sampling EI George, RE McCulloch Journal of the American Statistical Association 88 (423), 881-889, 1993 | 3733 | 1993 |
BART: Bayesian additive regression trees HA Chipman, EI George, RE McCulloch | 2482 | 2010 |
Approaches for Bayesian variable selection EI George, RE McCulloch Statistica sinica, 339-373, 1997 | 1785 | 1997 |
Bayesian CART model search HA Chipman, EI George, RE McCulloch Journal of the American Statistical Association 93 (443), 935-948, 1998 | 1095 | 1998 |
The value of purchase history data in target marketing PE Rossi, RE McCulloch, GM Allenby Marketing Science 15 (4), 321-340, 1996 | 1031 | 1996 |
Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage J Barnard, R McCulloch, XL Meng Statistica Sinica, 1281-1311, 2000 | 943 | 2000 |
Adaptive Bayesian wavelet shrinkage HA Chipman, ED Kolaczyk, RE McCulloch Journal of the American Statistical Association 92 (440), 1413-1421, 1997 | 851 | 1997 |
An exact likelihood analysis of the multinomial probit model R McCulloch, PE Rossi Journal of Econometrics 64 (1-2), 207-240, 1994 | 818 | 1994 |
The practical implementation of Bayesian model selection H Chipman, EI George, RE McCulloch, M Clyde, DP Foster, RA Stine Lecture Notes-Monograph Series, 65-134, 2001 | 632 | 2001 |
Bayes and big data: The consensus Monte Carlo algorithm SL Scott, AW Blocker, FV Bonassi, HA Chipman, EI George, ... Big Data and Information Theory, 8-18, 2022 | 540 | 2022 |
A Bayesian analysis of the multinomial probit model with fully identified parameters RE McCulloch, NG Polson, PE Rossi Journal of econometrics 99 (1), 173-193, 2000 | 399 | 2000 |
Bayesian treed models HA Chipman, EI George, RE McCulloch Machine Learning 48, 299-320, 2002 | 274 | 2002 |
Local model influence RE McCulloch Journal of the American Statistical Association 84 (406), 473-478, 1989 | 257 | 1989 |
Bayesian inference and prediction for mean and variance shifts in autoregressive time series RE McCulloch, RS Tsay Journal of the american Statistical association 88 (423), 968-978, 1993 | 256 | 1993 |
Bayesian analysis of autoregressive time series via the Gibbs sampler RE McCulloch, RS Tsay Journal of Time Series Analysis 15 (2), 235-250, 1994 | 235 | 1994 |
Statistical analysis of economic time series via Markov switching models RE McCulloch, RS Tsay Journal of time series analysis 15 (5), 523-539, 1994 | 230 | 1994 |
Hierarchical bayes models GM Allenby, PE Rossi The handbook of marketing research: Uses, misuses, and future advances, 418-440, 2006 | 220 | 2006 |
Nonparametric survival analysis using Bayesian additive regression trees (BART) RA Sparapani, BR Logan, RE McCulloch, PW Laud Statistics in medicine 35 (16), 2741-2753, 2016 | 182 | 2016 |
Bayesian ensemble learning H Chipman, E George, R McCulloch Advances in neural information processing systems 19, 2006 | 158 | 2006 |
Bayesian inference and portfolio efficiency S Kandel, R McCulloch, RF Stambaugh The Review of Financial Studies 8 (1), 1-53, 1995 | 154 | 1995 |