David R Hunter

Professor of Statistics, Department Head

Research Summary

I work on statistical models for networks, mixture models, and certain optimization algorithms called MM algorithms. A full list of papers and related work, such as software, may be found at http://sites.stat.psu.edu/~dhunter/.

Huck Affiliations

Publication Tags

Exponential Family Graph Model Random Graphs Network Model Mixture Model Model Social Networks Clustering Finite Mixture Models Conditional Independence Approximation Simulation Model Based Clustering Template Independent Component Analysis Assignment Semiparametric Estimation Health Invariance Random Effects Regression Modeling Maximum Likelihood Estimator Dissolution Statistical Methods

Most Recent Publications

Sarah Shandera, Jes L. Matsick, David R. Hunter, Louis Leblond, 2021, PLoS One

Alternating Minimization Algorithms

David Hunter, 2021, on p. 1-10

SDSS 2020: Different, but (Mostly) Good

David Hunter, 2020, AmStat News on p. 1

A classical invariance approach to the normal mixture problem

Monia Ranalli, Bruce G. Lindsay, David R. Hunter, 2020, Statistica Sinica on p. 1235-1254

SDSS: Data Science and Statistics on the Pittsburgh Waterfront

David Hunter, Zhi Yang, Donna LaLonde, 2020, AmStat News on p. 1

Kevin H. Lee, Lingzhou Xue, David R. Hunter, 2020, Journal of Multivariate Analysis

SDSS 2020 to Feature Refereed Submissions

David Hunter, 2019, AmStat News on p. 1

Xiaotian Zhu, David R. Hunter, 2019, Advances in Data Analysis and Classification on p. 65-87

A statistician’s view of network modeling

David R. Hunter, 2019, on p. 23-41

David R. Hunter, Le Bao, Mary Poss, 2017, Annals of Applied Statistics on p. 751-770

Most-Cited Papers

Marcel Salathé, Duy Q. Vu, Shashank Khandelwal, David R. Hunter, 2013, EPJ Data Science on p. 1-12

David R. Hunter, Pavel Krivitsky, Michael Schweinberger, 2012, Journal of Computational and Graphical Statistics on p. 856-882

David R. Hunter, Derek S. Young, 2012, Journal of Nonparametric Statistics on p. 19-38

Chris Groendyke, David Welch, David R. Hunter, 2012, Biometrics on p. 755-765

Ruth M. Hummel, David R. Hunter, Mark S. Handcock, 2012, Journal of Computational and Graphical Statistics on p. 920-939

Duy Vu, David R. Hunter, Michael Schweinberger, 2013, Annals of Applied Statistics on p. 1010-1039

David R. Hunter, Steven M. Goodreau, Mark S. Handcock, 2013, Journal of Statistical Software on p. 1-25

Didier Chauveau, David R. Hunter, Michael Levine, 2015, Statistics Surveys

Derek S. Young, David R. Hunter, 2015, Journal of Applied Statistics on p. 1421-1441

Nicole Bohme Carnegie, Pavel N. Krivitsky, David R. Hunter, Steven M. Goodreau, 2015, Journal of Computational and Graphical Statistics on p. 502-519