David Russell Hunter

    • 4665 Citations
    • 25 h-Index
    20002020

    Research output per year

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    Research Output

    2020
    1 Scopus citations
    2019

    Clustering via finite nonparametric ICA mixture models

    Zhu, X. & Hunter, D. R., Mar 8 2019, In : Advances in Data Analysis and Classification. 13, 1, p. 65-87 23 p.

    Research output: Contribution to journalArticle

    2017

    Assignment of endogenous retrovirus integration sites using a mixture model

    Hunter, D. R., Bao, L. & Poss, M., Jun 2017, In : Annals of Applied Statistics. 11, 2, p. 751-770 20 p.

    Research output: Contribution to journalArticle

    1 Scopus citations
    2016

    A pipeline for identifying integration sites of mobile elements in the genome using next-generation sequencing

    Malhotra, R., Elleder, D., Bao, L., Hunter, D. R., Poss, M. & Acharya, R., Jan 1 2016, Proceedings of the 8th International Conference on Bioinformatics and Computational Biology, BICOB 2016. Haspel, N. & Ioerger, T. (eds.). The International Society for Computers and Their Applications (ISCA), p. 63-68 6 p. (Proceedings of the 8th International Conference on Bioinformatics and Computational Biology, BICOB 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations

    Theoretical grounding for estimation in conditional independence multivariate finite mixture models

    Zhu, X. & Hunter, D. R., Oct 1 2016, In : Journal of Nonparametric Statistics. 28, 4, p. 683-701 19 p.

    Research output: Contribution to journalArticle

    1 Scopus citations
    2015

    An Approximation Method for Improving Dynamic Network Model Fitting

    Carnegie, N. B., Krivitsky, P. N., Hunter, D. R. & Goodreau, S. M., Apr 3 2015, In : Journal of Computational and Graphical Statistics. 24, 2, p. 502-519 18 p.

    Research output: Contribution to journalArticle

    6 Scopus citations

    Random effects regression mixtures for analyzing infant habituation

    Young, D. S. & Hunter, D. R., Jul 3 2015, In : Journal of Applied Statistics. 42, 7, p. 1421-1441 21 p.

    Research output: Contribution to journalArticle

    3 Scopus citations

    Semi-parametric estimation for conditional independence multivariate finite mixture models

    Chauveau, D., Hunter, D. R. & Levine, M., Jan 1 2015, In : Statistics Surveys. 9

    Research output: Contribution to journalArticle

    6 Scopus citations
    2014

    Computational and statistical analyses of insertional polymorphic endogenous retroviruses in a non-model organism

    Bao, L., Elleder, D., Malhotra, R., DeGiorgio, M., Maravegias, T., Horvath, L., Carrel, L., Gillin, C., Hron, T., Fábryová, H., Hunter, D. R. & Poss, M., Jan 1 2014, In : Computation. 2, 4, p. 221-245 25 p.

    Research output: Contribution to journalArticle

    4 Scopus citations

    Discussion

    Hunter, D. R., Apr 2014, In : International Statistical Review. 82, 1, p. 76-79 4 p.

    Research output: Contribution to journalComment/debate

    2013

    Ergm.userterms: A template package for extending statnet

    Hunter, D. R., Goodreau, S. M. & Handcock, M. S., Feb 2013, In : Journal of Statistical Software. 52, 2, p. 1-25 25 p.

    Research output: Contribution to journalArticle

    12 Scopus citations

    Model-based clustering of large networks

    Vu, D. Q., Hunter, D. R. & Schweinberger, M., Jun 1 2013, In : Annals of Applied Statistics. 7, 2, p. 1010-1039 30 p.

    Research output: Contribution to journalArticle

    18 Scopus citations

    The dynamics of health behavior sentiments on a large online social network

    Salathé, M., Vu, D. Q., Khandelwal, S. & Hunter, D. R., Jan 1 2013, In : EPJ Data Science. 2, 1, p. 1-12 12 p., 4.

    Research output: Contribution to journalArticle

    58 Scopus citations
    2012

    A Network-based Analysis of the 1861 Hagelloch Measles Data

    Groendyke, C., Welch, D. & Hunter, D. R., Sep 1 2012, In : Biometrics. 68, 3, p. 755-765 11 p.

    Research output: Contribution to journalArticle

    26 Scopus citations

    Computational statistical methods for social network models

    Hunter, D. R., Krivitsky, P. N. & Schweinberger, M., 2012, In : Journal of Computational and Graphical Statistics. 21, 4, p. 856-882 27 p.

    Research output: Contribution to journalArticle

    35 Scopus citations

    Improving simulation-based algorithms for fitting ERGMs

    Hummel, R. M., Hunter, D. R. & Handcock, M. S., 2012, In : Journal of Computational and Graphical Statistics. 21, 4, p. 920-939 20 p.

    Research output: Contribution to journalArticle

    22 Scopus citations

    Semiparametric mixtures of regressions

    Hunter, D. R. & Young, D. S., Mar 1 2012, In : Journal of Nonparametric Statistics. 24, 1, p. 19-38 20 p.

    Research output: Contribution to journalArticle

    28 Scopus citations
    2011

    Bandwidth selection in an EM-like algorithm for nonparametric multivariate mixtures

    Benaglia, T., Chauveau, D. & Hunter, D. R., Jan 1 2011, Nonparametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P Hettmansperger. World Scientific Publishing Co., p. 15-27 13 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    11 Scopus citations

    Bayesian Inference for Contact Networks Given Epidemic Data

    Groendyke, C., Welch, D. & Hunter, D. R., Sep 1 2011, In : Scandinavian Journal of Statistics. 38, 3, p. 600-616 17 p.

    Research output: Contribution to journalArticle

    26 Scopus citations

    Continuous-time regression models for longitudinal networks

    Vu, D. Q., Asuncion, A. U., Hunter, D. R. & Smyth, P., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    40 Scopus citations

    Dynamic egocentric models for citation networks

    Vu, D. Q., Asuncion, A. U., Hunter, D. R. & Smyth, P., Oct 7 2011, Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 857-864 8 p. (Proceedings of the 28th International Conference on Machine Learning, ICML 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    31 Scopus citations

    Maximum smoothed likelihood for multivariate mixtures

    Levine, M., Hunter, D. R. & Chauveau, D., Jun 1 2011, In : Biometrika. 98, 2, p. 403-416 14 p.

    Research output: Contribution to journalArticle

    25 Scopus citations

    Preface

    Hunter, D. R., Richards, D. S. P. & Rosenberger, J. L., Jan 1 2011, Nonparametric Statistics and Mixture Models: A Festschrift in Honor of Thomas P Hettmansperger. World Scientific Publishing Co., p. v-vi

    Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

    Statistical inference to advance network models in epidemiology

    Welch, D., Bansal, S. & Hunter, D. R., Mar 1 2011, In : Epidemics. 3, 1, p. 38-45 8 p.

    Research output: Contribution to journalArticle

    34 Scopus citations
    2010

    Mixtures of regressions with predictor-dependent mixing proportions

    Young, D. S. & Hunter, D. R., Oct 1 2010, In : Computational Statistics and Data Analysis. 54, 10, p. 2253-2266 14 p.

    Research output: Contribution to journalArticle

    34 Scopus citations
    2009

    An EM-like algorithm for semi- and nonparametric estimation in multivariate mixtures

    Benaglia, T., Chauveau, D. & Hunter, D. R., Dec 1 2009, In : Journal of Computational and Graphical Statistics. 18, 2, p. 505-526 22 p.

    Research output: Contribution to journalArticle

    54 Scopus citations

    Mixtools: An R package for analyzing finite mixture models

    Benaglia, T., Chauveau, D., Hunter, D. R. & Young, D. S., Jan 1 2009, In : Journal of Statistical Software. 32, 6, p. 1-29 29 p.

    Research output: Contribution to journalArticle

    507 Scopus citations
    2008

    A statnet tutorial

    Goodreau, S. M., Handcock, M. S., Hunter, D. R., Butts, C. T. & Morris, M., Feb 2008, In : Journal of Statistical Software. 24, 9

    Research output: Contribution to journalArticle

    120 Scopus citations

    ergm: A package to fit, simulate and diagnose exponential-family models for networks

    Hunter, D. R., Handcock, M. S., Butts, C. T., Goodreau, S. M. & Morris, M., Feb 2008, In : Journal of Statistical Software. 24, 3

    Research output: Contribution to journalArticle

    339 Scopus citations

    Goodness of fit of social network models

    Hunter, D. R., Goodreau, S. M. & Handcock, M. S., Mar 1 2008, In : Journal of the American Statistical Association. 103, 481, p. 248-258 11 p.

    Research output: Contribution to journalArticle

    306 Scopus citations

    Specification of exponential-family random graph models: Terms and computational aspects

    Morris, M., Handcock, M. S. & Hunter, D. R., Feb 2008, In : Journal of Statistical Software. 24, 4

    Research output: Contribution to journalArticle

    155 Scopus citations

    statnet: Software tools for the representation, visualization, analysis and simulation of network data

    Handcock, M. S., Hunter, D. R., Butts, C. T., Goodreau, S. M. & Morris, M., Feb 2008, In : Journal of Statistical Software. 24, 1

    Research output: Contribution to journalArticle

    310 Scopus citations
    2007

    Curved exponential family models for social networks

    Hunter, D. R., May 1 2007, In : Social Networks. 29, 2, p. 216-230 15 p.

    Research output: Contribution to journalArticle

    200 Scopus citations

    Inference for mixtures of symmetric distributions

    Hunter, D. R., Wang, S. & Hettmansperger, T. P., Feb 1 2007, In : Annals of Statistics. 35, 1, p. 224-251 28 p.

    Research output: Contribution to journalArticle

    62 Scopus citations
    2006

    Inference in curved exponential family models for networks

    Hunter, D. R. & Handcock, M. S., Sep 1 2006, In : Journal of Computational and Graphical Statistics. 15, 3, p. 565-583 19 p.

    Research output: Contribution to journalReview article

    245 Scopus citations
    2005

    Teaching computing in statistical theory courses

    Hunter, D. R., Nov 1 2005, In : American Statistician. 59, 4, p. 327-333 7 p.

    Research output: Contribution to journalReview article

    Variable selection using MM algorithms

    Hunter, D. R. & Li, R., Aug 1 2005, In : Annals of Statistics. 33, 4, p. 1617-1642 26 p.

    Research output: Contribution to journalArticle

    270 Scopus citations
    2004

    A Tutorial on MM Algorithms

    Hunter, D. R. & Lange, K., Feb 2004, In : American Statistician. 58, 1, p. 30-37 8 p.

    Research output: Contribution to journalArticle

    789 Scopus citations

    MM algorithms for generalized Bradley-Terry models

    Hunter, D. R., Feb 1 2004, In : Annals of Statistics. 32, 1, p. 384-406 23 p.

    Research output: Contribution to journalArticle

    204 Scopus citations
    2002

    Computing estimates in the proportional odds model

    Hunter, D. R. & Lange, K., Jul 11 2002, In : Annals of the Institute of Statistical Mathematics. 54, 1, p. 155-168 14 p.

    Research output: Contribution to journalArticle

    12 Scopus citations
    2000

    Optimization Transfer Using Surrogate Objective Functions

    Langed, K., Hunter, A. R. & Yang, I., Mar 2000, In : Journal of Computational and Graphical Statistics. 9, 1, p. 1-20 20 p.

    Research output: Contribution to journalArticle

    477 Scopus citations

    Quantile Regression via an MM Algorithm

    Hunter, D. R. & Lange, K., Mar 2000, In : Journal of Computational and Graphical Statistics. 9, 1, p. 60-77 18 p.

    Research output: Contribution to journalArticle

    151 Scopus citations

    Rejoinder

    Hunter, D. R. & Lange, K., Mar 2000, In : Journal of Computational and Graphical Statistics. 9, 1, p. 52-59 8 p.

    Research output: Contribution to journalArticle

    20 Scopus citations