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Hugh Chipman
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BART: Bayesian additive regression trees
HA Chipman, EI George, RE McCulloch
21722010
Bayesian CART model search
HA Chipman, EI George, RE McCulloch
Journal of the American Statistical Association 93 (443), 935-948, 1998
10341998
Adaptive Bayesian wavelet shrinkage
HA Chipman, ED Kolaczyk, RE McCulloch
Journal of the American Statistical Association 92 (440), 1413-1421, 1997
8551997
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
6202001
Bayes and big data: the consensus Monte Carlo algorithm
SL Scott, AW Blocker, FV Bonassi, HA Chipman, EI George, ...
International Journal of Management Science and Engineering Management 11 (2 …, 2016
5052016
Bayesian variable selection with related predictors
H Chipman
Canadian Journal of Statistics 24 (1), 17-36, 1996
4761996
A Bayesian variable-selection approach for analyzing designed experiments with complex aliasing
H Chipman, M Hamada, CFJ Wu
Technometrics 39 (4), 372-381, 1997
3221997
Bayesian treed models
HA Chipman, EI George, RE McCulloch
Machine Learning 48, 299-320, 2002
2642002
Comment on "Nonparametric Profile Monitoring by Mixed Effects Modeling" by Qiu, Zou and Wang
HA Chipman, RJ MacKay, SH Steiner
Technometrics 52 (3), 280-283, 2010
248*2010
Hybrid hierarchical clustering with applications to microarray data
H Chipman, R Tibshirani
Biostatistics 7 (2), 286-301, 2006
1942006
Some risks in the construction and analysis of supersaturated designs
B Abraham, H Chipman, K Vijayan
Technometrics 41 (2), 135-141, 1999
1491999
Bayesian ensemble learning
H Chipman, E George, R McCulloch
Advances in neural information processing systems 19, 2006
1412006
GPfit: An R package for fitting a Gaussian process model to deterministic simulator outputs
B MacDonald, P Ranjan, H Chipman
Journal of Statistical Software 64, 1-23, 2015
132*2015
Parallel Bayesian additive regression trees
MT Pratola, HA Chipman, JR Gattiker, DM Higdon, R McCulloch, WN Rust
Journal of Computational and Graphical Statistics 23 (3), 830-852, 2014
852014
Monotone emulation of computer experiments
S Golchi, DR Bingham, H Chipman, DA Campbell
SIAM/ASA Journal on Uncertainty Quantification 3 (1), 370-392, 2015
782015
Darwinian evolution in parallel universes: A parallel genetic algorithm for variable selection
M Zhu, HA Chipman
Technometrics 48 (4), 491-502, 2006
782006
Heteroscedastic BART via multiplicative regression trees
MT Pratola, HA Chipman, EI George, RE McCulloch
Journal of Computational and Graphical Statistics 29 (2), 405-417, 2020
772020
Making sense of a forest of trees
HA Chipman, EI George, RE McCulloh
Computing Science and Statistics, 84-92, 1998
76*1998
Clustering microarray data
H Chipman, TJ Hastie, R Tibshirani
Statistical analysis of gene expression microarray data 1, 159-200, 2003
742003
Interpretable dimension reduction
HA Chipman, H Gu
Journal of applied statistics 32 (9), 969-987, 2005
722005
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