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1

BART: Bayesian additive regression trees

Chipman, Hugh A., George, Edward I., McCulloch, Robert E.

Journal:

The Annals of Applied Statistics

Year:

2010

Language:

english

File:

PDF, 1.55 MB

english, 2010

2

Bayesian Treed Models

Hugh A. Chipman, Edward I. George, Robert E. McCulloch

Journal:

Machine Learning

Year:

2002

Language:

english

File:

PDF, 239 KB

english, 2002

3

Bayesian Variable Selection with Related Predictors

Journal:

Canadian Journal of Statistics

Year:

1996

Language:

english

File:

PDF, 1.23 MB

english, 1996

4

Bayesian CART Model Search: Rejoinder

Hugh A. Chipman, Edward I. George and Robert E. McCulloch

Journal:

Journal of the American Statistical Association

Year:

1998

Language:

english

File:

PDF, 551 KB

english, 1998

5

Bayesian CART Model Search

Chipman, Hugh A., George, Edward I., McCulloch, Robert E.

Journal:

Journal of the American Statistical Association

Year:

1998

Language:

english

File:

PDF, 1.32 MB

english, 1998

6

Parallel Bayesian Additive Regression Trees

Pratola, Matthew T., Chipman, Hugh A., Gattiker, James R., Higdon, David M., McCulloch, Robert, Rust, William N.

Journal:

Journal of Computational and Graphical Statistics

Year:

2014

Language:

english

File:

PDF, 708 KB

english, 2014

7

A Conversation with Jeff Wu

Chipman, Hugh A., Joseph, V. Roshan

Journal:

Statistical Science

Year:

2016

Language:

english

File:

PDF, 3.46 MB

english, 2016

8

[Institute of Mathematical Statistics Lecture Notes - Monograph Series] Model selection || The Practical Implementation of Bayesian Model Selection

Year:

2001

Language:

english

File:

PDF, 5.33 MB

english, 2001

9

Branch and bound algorithms for maximizing expected improvement functions

Mark Franey, Pritam Ranjan, Hugh Chipman

Journal:

Journal of Statistical Planning and Inference

Year:

2011

Language:

english

File:

PDF, 530 KB

english, 2011

10

Hierarchical priors for Bayesian CART shrinkage

Hugh Chipman, Robert E. McCulloch

Journal:

Statistics and Computing

Year:

2000

Language:

english

File:

PDF, 221 KB

english, 2000

11

[Flexible Regression Modeling with Adaptive Logistic Basis Functions]: Discussion

Mary J. Lindstrom, James O. Ramsay, Nancy E. Heckman, Hugh A. Chipman and Hong Gu

Journal:

Canadian Journal of Statistics

Year:

2001

Language:

english

File:

PDF, 733 KB

english, 2001

12

Bayesian flexible modeling of trip durations

Hugh Chipman, Edward George, Jason Lemp, Robert McCulloch

Journal:

Transportation Research Part B: Methodological

Year:

2010

Language:

english

File:

PDF, 705 KB

english, 2010

13

Harvesting Classification Trees for Drug Discovery

Yuan, Yan, Chipman, Hugh A., Welch, William J.

Journal:

Journal of Chemical Information and Modeling

Year:

2012

Language:

english

File:

PDF, 1.43 MB

english, 2012

14

Sequential design for computer experiments with a flexible Bayesian additive model

Chipman, Hugh, Ranjan, Pritam, Wang, Weiwei

Journal:

Canadian Journal of Statistics

Year:

2012

Language:

english

File:

PDF, 316 KB

english, 2012

15

Simplifying clinical use of the genetic risk prediction model BRCAPRO

Biswas, Swati, Atienza, Philamer, Chipman, Jonathan, Hughes, Kevin, Barrera, Angelica M. Gutierrez, Amos, Christopher I., Arun, Banu, Parmigiani, Giovanni

Journal:

Breast Cancer Research and Treatment

Year:

2013

Language:

english

File:

PDF, 496 KB

english, 2013

16

Adaptive Bayesian Wavelet Shrinkage

Chipman, Hugh A., Kolaczyk, Eric D., McCulloch, Robert E.

Journal:

Journal of the American Statistical Association

Year:

1997

Language:

english

File:

PDF, 822 KB

english, 1997

17

Providing access to risk prediction tools via the HL7 XML-formatted risk web service

Jonathan Chipman, Brian Drohan, Amanda Blackford, Giovanni Parmigiani, Kevin Hughes, Phil Bosinoff

Journal:

Breast Cancer Research and Treatment

Year:

2013

Language:

english

File:

PDF, 600 KB

english, 2013

18

Bayesian Analysis of Ordered Categorical Data From Industrial Experiments

Chipman, Hugh, Hamada, Michael

Journal:

Year:

1996

Language:

english

File:

PDF, 1.20 MB

english, 1996

19

LAGO: A Computationally Efficient Approach for Statistical Detection

Mu Zhu, Wanhua Su and Hugh A. Chipman

Journal:

Year:

2006

Language:

english

File:

PDF, 1.79 MB

english, 2006

20

Incorporating Prior Information in Optimal Design for Model Selection

Derek R. Bingham and Hugh A. Chipman

Journal:

Year:

2007

Language:

english

File:

PDF, 1.48 MB

english, 2007

21

Darwinian Evolution in Parallel Universes: A Parallel Genetic Algorithm for Variable Selection

Mu Zhu and Hugh A. Chipman

Journal:

Year:

2006

Language:

english

File:

PDF, 1.65 MB

english, 2006

22

Model Selection || The Practical Implementation of Bayesian Model Selection

Hugh Chipman, Edward I. George, Robert E. McCulloch, M. Clyde, Dean P. Foster and Robert A. Stine

Journal:

IMS Lecture Notes--Monograph Series

Year:

2001

Language:

english

File:

PDF, 7.31 MB

english, 2001

23

Bayesian CART Model Search

Hugh A. Chipman, Edward I. George and Robert E. McCulloch

Journal:

Journal of the American Statistical Association

Year:

1998

Language:

english

File:

PDF, 1.78 MB

english, 1998

24

Adaptive Bayesian Wavelet Shrinkage

Hugh A. Chipman, Eric D. Kolaczyk and Robert E. McCulloch

Journal:

Journal of the American Statistical Association

Year:

1997

Language:

english

File:

PDF, 1.40 MB

english, 1997

25

Rejoinder

Chipman, Hugh A., George, Edward I., McCulloch, Robert E.

Journal:

Journal of the American Statistical Association

Year:

1998

Language:

english

File:

PDF, 362 KB

english, 1998

26

Editorial Announcement

Chipman, Hugh A.

Journal:

Year:

2012

Language:

english

File:

PDF, 56 KB

english, 2012

27

Incorporating Prior Information in Optimal Design for Model Selection

Bingham, Derek R, Chipman, Hugh A

Journal:

Year:

2007

Language:

english

File:

PDF, 229 KB

english, 2007

28

Editor's Report

Chipman, Hugh A.

Journal:

Year:

2012

Language:

english

File:

PDF, 138 KB

english, 2012

29

Interpretable dimension reduction

Chipman, Hugh A., Gu, Hong

Journal:

Journal of Applied Statistics

Year:

2005

Language:

english

File:

PDF, 233 KB

english, 2005

30

Bayesian treed response surface models

Chipman, Hugh, George, Edward I., Gramacy, Robert B., McCulloch, Robert

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 632 KB

english, 2013

31

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Mixed-Membership Stochastic Block-Models for Transactional Networks

Shafiei, Mahdi, Chipman, Hugh

Year:

2010

Language:

english

File:

PDF, 253 KB

english, 2010

32

A new Bayesian ensemble of trees approach for land cover classification of satellite imagery

Agarwal, Reshu, Ranjan, Pritam, Chipman, Hugh

Journal:

Canadian Journal of Remote Sensing

Year:

2014

Language:

english

File:

PDF, 3.66 MB

english, 2014

33

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Visualization and classification of graph-structured data: the case of the Enron dataset

Bouveyron, Charles, Chipman, Hugh

Year:

2007

Language:

english

File:

PDF, 2.57 MB

english, 2007

34

Discussion: Factor-Based or Effect-Based Modeling? Implications for Design

Chipman, Hugh A., Hamada, Michael S.

Journal:

Year:

1996

Language:

english

File:

PDF, 518 KB

english, 1996

35

Special Issue: Conference on Data Analysis (CoDA)—Exploring Data-Focused Research across the Department of Energy

Myers, Kary, Lawrence, Earl, Chipman, Hugh A.

Journal:

Year:

2013

Language:

english

File:

PDF, 60 KB

english, 2013

36

Bayesian Analysis of Ordered Categorical Data from Industrial Experiments

Chipman, Hugh, Hamada, Michael

Journal:

Year:

1996

Language:

english

File:

PDF, 1.51 MB

english, 1996

37

Editor's Report

Chipman, Hugh A.

Journal:

Year:

2013

Language:

english

File:

PDF, 130 KB

english, 2013

38

Carbon-13 hyperfine constants of allyl radical

McManus, Hugh J., Fessenden, Richard W., Chipman, Daniel M.

Journal:

Journal of Physical Chemistry

Year:

1988

Language:

english

File:

PDF, 495 KB

english, 1988

39

BiomeNet: A Bayesian Model for Inference of Metabolic Divergence among Microbial Communities

Shafiei, Mahdi, Dunn, Katherine A., Chipman, Hugh, Gu, Hong, Bielawski, Joseph P., McHardy, Alice Carolyn

Journal:

PLoS Computational Biology

Year:

2014

Language:

english

File:

PDF, 1.08 MB

english, 2014

40

Comment

Chipman, Hugh A., MacKay, R. Jock, Steiner, Stefan H.

Journal:

Year:

2010

Language:

english

File:

PDF, 100 KB

english, 2010

41

In Memoriam: Harry Smith, Jr.

Chipman, Hugh A.

Journal:

Year:

2012

Language:

english

File:

PDF, 34 KB

english, 2012

42

The First Myriapod Genome Sequence Reveals Conservative Arthropod Gene Content and Genome Organisation in the Centipede Strigamia maritima

Chipman, Ariel D., Ferrier, David E. K., Brena, Carlo, Qu, Jiaxin, Hughes, Daniel S. T., Schröder, Reinhard, Torres-Oliva, Montserrat, Znassi, Nadia, Jiang, Huaiyang, Almeida, Francisca C., Alonso, Cl

Journal:

Year:

2014

Language:

english

File:

PDF, 1.98 MB

english, 2014

43

LAGO: A Computationally Efficient Approach for Statistical Detection

Zhu, Mu, Su, Wanhua, Chipman, Hugh A

Journal:

Year:

2006

Language:

english

File:

PDF, 714 KB

english, 2006

44

Editor’s Report

Chipman, Hugh A.

Journal:

Year:

2011

Language:

english

File:

PDF, 58 KB

english, 2011

45

Darwinian Evolution in Parallel Universes: A Parallel Genetic Algorithm for Variable Selection

Zhu, Mu, Chipman, Hugh A

Journal:

Year:

2006

Language:

english

File:

PDF, 532 KB

english, 2006

46

[Spline Adaptation in Extended Linear Models]: Comment

Hugh A. Chipman, Edward I. George and Robert E. McCulloch

Journal:

Statistical Science

Year:

2002

File:

PDF, 510 KB

2002

47

[Spline Adaptation in Extended Linear Models]: Comment

Hugh A. Chipman, Edward I. George and Robert E. McCulloch

Journal:

Statistical Science

Year:

2002

Language:

english

File:

PDF, 510 KB

english, 2002

48

BART: BAYESIAN ADDITIVE REGRESSION TREES

Hugh A. Chipman, Edward I. George and Robert E. McCulloch

Journal:

The Annals of Applied Statistics

Year:

2010

Language:

english

File:

PDF, 2.73 MB

english, 2010

49

A two-stage approach to genetic risk assessment in primary care

Biswas, Swati, Atienza, Philamer, Chipman, Jonathan, Blackford, Amanda L., Arun, Banu, Hughes, Kevin, Parmigiani, Giovanni

Journal:

Breast Cancer Research and Treatment

Year:

2016

Language:

english

File:

PDF, 1.81 MB

english, 2016

50

Bayes and big data: the consensus Monte Carlo algorithm

Scott, Steven L., Blocker, Alexander W., Bonassi, Fernando V., Chipman, Hugh A., George, Edward I., McCulloch, Robert E.

Journal:

International Journal of Management Science and Engineering Management

Year:

2016

Language:

english

File:

PDF, 3.73 MB

english, 2016