David Russell Hunter

    • 4499 Citations
    • 25 h-Index
    20002020
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    Research Output 2000 2020

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    Article
    2020
    Model-based Clustering
    Exponential Family
    Graph Model
    Random Graphs
    International trade
    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

    Independent component analysis
    Independent Component Analysis
    Mixture Model
    Clustering
    Conditional Independence
    2017
    1 Citation (Scopus)

    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

    Mixture Model
    Count
    Genome
    Assignment
    Genes
    2016
    1 Citation (Scopus)

    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

    Finite Mixture Models
    Conditional Independence
    Multiplication Operator
    Projection Operator
    Nonparametric Estimation
    2015
    4 Citations (Scopus)

    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

    Model Fitting
    Dynamic Networks
    Tie
    Approximation Methods
    Network Model
    3 Citations (Scopus)

    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

    Random Effects
    Regression
    Mixture Model
    Regression Model
    Trajectory
    6 Citations (Scopus)

    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

    Finite Mixture Models
    Semiparametric Estimation
    Conditional Independence
    Location-scale Model
    Bandwidth Selection
    2014
    4 Citations (Scopus)

    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

    Genome
    Genes
    Functional Genomics
    Uncertainty
    Descent
    2013
    12 Citations (Scopus)

    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

    Exponential Family
    Graph Model
    Random Graphs
    Template
    Network Programming
    18 Citations (Scopus)

    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

    Model-based Clustering
    Standard error
    Variational Approximation
    Finite Mixture Models
    Parametric Bootstrap
    53 Citations (Scopus)

    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

    Social Networks
    Health
    Contagion
    Vaccines
    Vaccine
    2012
    25 Citations (Scopus)

    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

    Measles
    Network Model
    Exponential Family
    Epidemic Model
    Graph Model
    31 Citations (Scopus)

    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

    Computational Methods
    Statistical method
    Social Networks
    Network Model
    Latent Variable Models
    20 Citations (Scopus)

    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

    Maximum Likelihood Estimator
    Exponential Family
    Parameterization
    Normalizing Constant
    Transcriptional Regulation
    28 Citations (Scopus)

    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

    Regression
    Ascent
    Identifiability
    Linear regression
    Identically distributed
    2011
    25 Citations (Scopus)

    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

    Bayesian inference
    Contact
    Estimate
    Monte Carlo Integration
    Random Networks
    25 Citations (Scopus)

    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

    Maximum likelihood
    Likelihood
    EM Algorithm
    Descent
    Finite Mixture
    33 Citations (Scopus)

    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

    Probability Theory
    Computer Simulation
    Communicable Diseases
    Epidemiology
    2010
    33 Citations (Scopus)

    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

    Predictors
    Proportion
    Regression
    Dependent
    Mixture of Experts
    2009
    54 Citations (Scopus)

    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

    Semiparametric Estimation
    Nonparametric Estimation
    Density Function
    Mean Integrated Squared Error
    Finite Mixture
    488 Citations (Scopus)

    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

    Finite Mixture Models
    EM Algorithm
    Univariate
    Normal Mixture
    Multivariate Normal
    2008
    118 Citations (Scopus)

    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

    Exponential Family
    Graph Model
    Random Graphs
    Social Networks
    Statistical Analysis
    321 Citations (Scopus)

    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

    Exponential Family
    Graph Model
    Random Graphs
    Goodness of fit
    Markov Chain Monte Carlo
    293 Citations (Scopus)

    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

    Goodness of fit
    Social Networks
    Network Model
    Statistics
    Model
    148 Citations (Scopus)

    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

    Exponential Family
    Graph Model
    Random Graphs
    Sample space
    Statistics
    301 Citations (Scopus)

    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

    Network Modeling
    Exponential Family
    Graph Model
    Software Tools
    Random Graphs
    2007
    192 Citations (Scopus)

    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

    Social Support
    social network
    Intuition
    statistics
    Songbirds
    59 Citations (Scopus)

    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

    Symmetric Distributions
    Identifiability
    Estimator
    Finite Mixture Models
    Finite Mixture
    2005
    263 Citations (Scopus)

    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

    Variable Selection
    Maximise
    Penalty Function
    Penalized Likelihood
    EM Algorithm
    2004
    761 Citations (Scopus)

    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

    EM Algorithm
    Likelihood
    Missing Data
    Optimization
    Error Estimation
    196 Citations (Scopus)

    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

    Bradley-Terry Model
    Paired Comparisons
    Estimation Algorithms
    Maximum Likelihood Estimate
    Maximum Likelihood Estimation
    2002
    12 Citations (Scopus)

    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

    Proportional Odds Model
    Computing
    Estimate
    Converge
    Quasi-Newton
    2000
    467 Citations (Scopus)

    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

    Objective function
    Optimization
    EM Algorithm
    Missing Data
    Incomplete Data
    147 Citations (Scopus)

    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

    Quantile Regression
    Conditional Distribution
    Regression Quantiles
    Sample Quantiles
    Interior-point Algorithm
    19 Citations (Scopus)

    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