Hugh A. Chipman

According to our database, Hugh A. Chipman authored at least 23 papers between 1997 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

Using Bayesian Variable Selection to Analyze Regular Resolution IV Two-level Fractional Factorial Designs.

Hugh A. Chipman, Michael S. Hamada

Qual. Reliab. Eng. Int., 2017

2015

Monotone Emulation of Computer Experiments.

Shirin Golchi, Derek R. Bingham, Hugh A. Chipman, David A. Campbell

SIAM/ASA J. Uncertain. Quantification, 2015

2014

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

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

PLoS Comput. Biol., 2014

2013

Bayesian treed response surface models.

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

WIREs Data Mining Knowl. Discov., 2013

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

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

Technometrics, 2013

Editor's Report.

Hugh A. Chipman

Technometrics, 2013

2012

Editorial Announcement.

Hugh A. Chipman

Technometrics, 2012

In Memoriam: Harry Smith, Jr.

Hugh A. Chipman

Technometrics, 2012

Harvesting Classification Trees for Drug Discovery.

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

J. Chem. Inf. Model., 2012

2011

Recursive Partitioning.

Hugh A. Chipman

Proceedings of the International Encyclopedia of Statistical Science, 2011

2010

Comment.

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

Technometrics, 2010

Mixed-Membership Stochastic Block-Models for Transactional Networks.

Mahdi Shafiei, Hugh A. Chipman

Proceedings of the ICDM 2010, 2010

2009

A Bayesian segmentation approach to ascertain copy number variations at the population level.

Long Yang Wu, Hugh A. Chipman, Shelley B. Bull, Laurent Briollais, Kesheng Wang

Bioinform., 2009

2007

Incorporating Prior Information in Optimal Design for Model Selection.

Derek R. Bingham, Hugh A. Chipman

Technometrics, 2007

Exploration of Cluster Structure-Activity Relationship Analysis in Efficient High-Throughput Screening.

X. Sunny Wang, G. A. Salloum, Hugh A. Chipman, William J. Welch, S. Stanley Young

J. Chem. Inf. Model., 2007

Visualization and classification of graph-structured data: the case of the Enron dataset.

Charles Bouveyron, Hugh A. Chipman

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

LAGO: A Computationally Efficient Approach for Statistical Detection.

Mu Zhu, Wanhua Su, Hugh A. Chipman

Technometrics, 2006

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

Mu Zhu, Hugh A. Chipman

Technometrics, 2006

Bayesian Ensemble Learning.

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

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2002

Bayesian Treed Models.

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

Mach. Learn., 2002

2001

Managing Multiple Models.

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

Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000

Hierarchical priors for Bayesian CART shrinkage.

Hugh A. Chipman, Robert E. McCulloch

Stat. Comput., 2000

1997

A Bayesian approach to CART.

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

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997