VOL. 9 · NO. 1 | March 2015
 
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Frontmatter
Ann. Appl. Stat. 9 (1), (March 2015)
No abstract available
Ann. Appl. Stat. 9 (1), (March 2015)
No abstract available
Articles
Guohui Wu, Scott H. Holan, Charles H. Nilon, Christopher K. Wikle
Ann. Appl. Stat. 9 (1), 1-26, (March 2015) DOI: 10.1214/14-AOAS801
KEYWORDS: American Community Survey, American Robin, Conway–Maxwell Poisson, negative binomial, overdispersion, parallel computing, unbalanced data, underdispersion
Jacob Bien, Noah Simon, Robert Tibshirani
Ann. Appl. Stat. 9 (1), 27-42, (March 2015) DOI: 10.1214/14-AOAS758
KEYWORDS: interactions, testing, Lasso
Haiming Zhou, Timothy Hanson, Alejandro Jara, Jiajia Zhang
Ann. Appl. Stat. 9 (1), 43-68, (March 2015) DOI: 10.1214/14-AOAS793
KEYWORDS: Clustered time-to-event data, proportional hazards model, spatial, tailfree process
Jabed H. Tomal, William J. Welch, Ruben H. Zamar
Ann. Appl. Stat. 9 (1), 69-93, (March 2015) DOI: 10.1214/14-AOAS778
KEYWORDS: clustering, Model selection, quantitative structure activity relationship, Random forest, ranking, rare class
Alexander Franks, Andrew Miller, Luke Bornn, Kirk Goldsberry
Ann. Appl. Stat. 9 (1), 94-121, (March 2015) DOI: 10.1214/14-AOAS799
KEYWORDS: Basketball, Hidden Markov models, nonnegative matrix factorization, Bayesian hierarchical models
Şeyda Ertekin, Cynthia Rudin, Tyler H. McCormick
Ann. Appl. Stat. 9 (1), 122-144, (March 2015) DOI: 10.1214/14-AOAS789
KEYWORDS: Point processes, Self-exciting processes, energy grid reliability, Bayesian analysis, time-series
Ephraim M. Hanks, Mevin B. Hooten, Mat W. Alldredge
Ann. Appl. Stat. 9 (1), 145-165, (March 2015) DOI: 10.1214/14-AOAS803
KEYWORDS: animal movement, multiple imputation, varying-coefficient model, Markov chain
Yaonan Zhang, Eric D. Kolaczyk, Bruce D. Spencer
Ann. Appl. Stat. 9 (1), 166-199, (March 2015) DOI: 10.1214/14-AOAS800
KEYWORDS: network, degree distribution, inverse problem, constrained penalized weighted least squares, network sampling
Paul Fearnhead, Shoukai Yu, Patrick Biggs, Barbara Holland, Nigel French
Ann. Appl. Stat. 9 (1), 200-224, (March 2015) DOI: 10.1214/14-AOAS795
KEYWORDS: Composite likelihood, recombination, single-locus variants, testing for rate variation
Zhishi Wang, Qiuling He, Bret Larget, Michael A. Newton
Ann. Appl. Stat. 9 (1), 225-246, (March 2015) DOI: 10.1214/14-AOAS777
KEYWORDS: Gene-set enrichment, Bayesian analysis, integer linear programming
Kay H. Brodersen, Fabian Gallusser, Jim Koehler, Nicolas Remy, Steven L. Scott
Ann. Appl. Stat. 9 (1), 247-274, (March 2015) DOI: 10.1214/14-AOAS788
KEYWORDS: Causal inference, counterfactual, synthetic control, observational, difference in differences, econometrics, advertising, market research
Kara A. Fulton, Danping Liu, Denise L. Haynie, Paul S. Albert
Ann. Appl. Stat. 9 (1), 275-299, (March 2015) DOI: 10.1214/14-AOAS791
KEYWORDS: Zero inflation, clustered binary data, maximum likelihood, generalized estimating equations, adolescent dating violence
Y. X. Rachel Wang, Keni Jiang, Lewis J. Feldman, Peter J. Bickel, Haiyan Huang
Ann. Appl. Stat. 9 (1), 300-323, (March 2015) DOI: 10.1214/14-AOAS792
KEYWORDS: Gene association networks, community structure, sparse canonical correlation analysis (SCCA), partial correlation
Dominique Guillot, Bala Rajaratnam, Julien Emile-Geay
Ann. Appl. Stat. 9 (1), 324-352, (March 2015) DOI: 10.1214/14-AOAS794
KEYWORDS: Climate reconstructions, Markov random fields, covariance matrix estimation, Sparsity, Model selection, pseudoproxies
Sai Xiao, Athanasios Kottas, Bruno Sansó
Ann. Appl. Stat. 9 (1), 353-382, (March 2015) DOI: 10.1214/14-AOAS796
KEYWORDS: Bayesian nonparametrics, dependent Dirichlet process, hurricane intensity, marked Poisson process, Markov chain Monte Carlo, risk assessment
Cecile Low-Kam, Donatello Telesca, Zhaoxia Ji, Haiyuan Zhang, Tian Xia, Jeffrey I. Zink, Andre E. Nel
Ann. Appl. Stat. 9 (1), 383-401, (March 2015) DOI: 10.1214/14-AOAS797
KEYWORDS: Bayesian CART, nanotoxicology, p-splines, regression trees
Lorenzo Trippa, Levi Waldron, Curtis Huttenhower, Giovanni Parmigiani
Ann. Appl. Stat. 9 (1), 402-428, (March 2015) DOI: 10.1214/14-AOAS798
KEYWORDS: reproducibility, validation analysis, Meta-analysis, Random partitions, Bayesian nonparametrics, cancer signatures
Zhixiang Lin, Stephan J. Sanders, Mingfeng Li, Nenad Sestan, Matthew W. State, Hongyu Zhao
Ann. Appl. Stat. 9 (1), 429-451, (March 2015) DOI: 10.1214/14-AOAS802
KEYWORDS: Markov Random Field model, spatial and temporal data, neurodevelopment, microarray, Monte Carlo expectation–maximization algorithm, gene expression, differential expression
Hongwei Shang, Jun Yan, Xuebin Zhang
Ann. Appl. Stat. 9 (1), 452-473, (March 2015) DOI: 10.1214/14-AOAS804
KEYWORDS: Composite likelihood, estimating function, Extreme value analysis, risk analysis, spatial dependence
Martin L. Hazelton
Ann. Appl. Stat. 9 (1), 474-506, (March 2015) DOI: 10.1214/15-AOAS805
KEYWORDS: EM algorithm, MCMC, origin–destination, polytope, transport, unimodular matrix
Simon E. F. Spencer, Steven M. Hill, Sach Mukherjee
Ann. Appl. Stat. 9 (1), 507-524, (March 2015) DOI: 10.1214/15-AOAS806
KEYWORDS: Bayesian inference, Network inference, structure learning, Causal inference, dynamic Bayesian network, causal Bayesian network
Cinzia Carota, Maurizio Filippone, Roberto Leombruni, Silvia Polettini
Ann. Appl. Stat. 9 (1), 525-546, (March 2015) DOI: 10.1214/15-AOAS807
KEYWORDS: Bayesian nonparametric models, Confidentiality, Disclosure risk, Dirichlet process, log-linear models, mixed effects models
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