VOL. 12 · NO. 1 | March 2018
 
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Frontmatter
Ann. Appl. Stat. 12 (1), (March 2018)
No abstract available
Ann. Appl. Stat. 12 (1), (March 2018)
No abstract available
Articles
Yunfan Tang, Li Ma, Dan L. Nicolae
Ann. Appl. Stat. 12 (1), 1-26, (March 2018) DOI: 10.1214/17-AOAS1086
KEYWORDS: Dirichlet-multinomial, microbiome, Dirichlet-tree multinomial, phylogenetic tree, PhyloScan, scan statistics, union probability
Leah R. Johnson, Robert B. Gramacy, Jeremy Cohen, Erin Mordecai, Courtney Murdock, Jason Rohr, Sadie J. Ryan, Anna M. Stewart-Ibarra, Daniel Weikel
Ann. Appl. Stat. 12 (1), 27-66, (March 2018) DOI: 10.1214/17-AOAS1090
KEYWORDS: epidemiology, Gaussian process, heteroskedastic modeling, latent variable, generalized linear (autoregressive) model, dengue fever
Ben C. Augustine, J. Andrew Royle, Marcella J. Kelly, Christopher B. Satter, Robert S. Alonso, Erin E. Boydston, Kevin R. Crooks
Ann. Appl. Stat. 12 (1), 67-95, (March 2018) DOI: 10.1214/17-AOAS1091
KEYWORDS: Spatial capture–recapture, partial identity, camera trapping, multiple marks
Paul B. Conn, Ray T. Alisauskas
Ann. Appl. Stat. 12 (1), 96-122, (March 2018) DOI: 10.1214/17-AOAS1108
KEYWORDS: Aerial survey, double-observer, mark-recapture distance sampling, measurement error, movement, point independence
David N. Reshef, Yakir A. Reshef, Pardis C. Sabeti, Michael Mitzenmacher
Ann. Appl. Stat. 12 (1), 123-155, (March 2018) DOI: 10.1214/17-AOAS1093
KEYWORDS: Maximal information coefficient, equitability, total information coefficient, statistical power, measures of dependence
Christian Fong, Chad Hazlett, Kosuke Imai
Ann. Appl. Stat. 12 (1), 156-177, (March 2018) DOI: 10.1214/17-AOAS1101
KEYWORDS: Causal inference, covariate balance, generalized propensity score, inverse-probability weighting, treatment effect
Christopher Pardy, Sally Galbraith, Susan R. Wilson
Ann. Appl. Stat. 12 (1), 178-199, (March 2018) DOI: 10.1214/17-AOAS1055
KEYWORDS: mutual information, data integration, exploration, mixed-types of variables, continuous, categorical
Hong Zhang, Nilanjan Chatterjee, Daniel Rader, Jinbo Chen
Ann. Appl. Stat. 12 (1), 200-221, (March 2018) DOI: 10.1214/17-AOAS1065
KEYWORDS: Case-control studies, Hardy–Weinberg equilibrium, nonconfounding covariates, profile likelihood
Brianna C. Heggeseth, Nicholas P. Jewell
Ann. Appl. Stat. 12 (1), 222-245, (March 2018) DOI: 10.1214/17-AOAS1066
KEYWORDS: Finite mixture model, longitudinal data analysis, latent variables, growth curves
Christian Rohrbeck, Emma F. Eastoe, Arnoldo Frigessi, Jonathan A. Tawn
Ann. Appl. Stat. 12 (1), 246-282, (March 2018) DOI: 10.1214/17-AOAS1081
KEYWORDS: Extremal dependence, extremal mixture, insurance claims, mixture modelling, Poisson hurdle model, spatio-temporal modelling
Daniela Castro-Camilo, Miguel de Carvalho, Jennifer Wadsworth
Ann. Appl. Stat. 12 (1), 283-309, (March 2018) DOI: 10.1214/17-AOAS1089
KEYWORDS: Angular measure, bivariate extreme values, European stock market integration, risk, statistics of extremes
Brian Bader, Jun Yan, Xuebin Zhang
Ann. Appl. Stat. 12 (1), 310-329, (March 2018) DOI: 10.1214/17-AOAS1092
KEYWORDS: Batch analysis, exceedance diagnostic, specification test, stopping rule
Natalie E. Dean, M. Elizabeth Halloran, Ira M. Longini
Ann. Appl. Stat. 12 (1), 330-347, (March 2018) DOI: 10.1214/17-AOAS1095
KEYWORDS: Vaccine trial, infectious diseases, per protocol
Xin Li, Alex Belianinov, Ondrej Dyck, Stephen Jesse, Chiwoo Park
Ann. Appl. Stat. 12 (1), 348-377, (March 2018) DOI: 10.1214/17-AOAS1096
KEYWORDS: Sparse regression, structural sparsity, lattice group, structural evaluation of materials, image data analysis
Xiao Liu, Vikneswaran Gopal, Jayant Kalagnanam
Ann. Appl. Stat. 12 (1), 378-407, (March 2018) DOI: 10.1214/17-AOAS1064
KEYWORDS: Spatial-temporal modeling, precipitation forecast, space-time conditional autoregressive model, radar image analysis
James Livsey, Robert Lund, Stefanos Kechagias, Vladas Pipiras
Ann. Appl. Stat. 12 (1), 408-431, (March 2018) DOI: 10.1214/17-AOAS1098
KEYWORDS: Count time series, hurricanes, long-range dependence, multivariate, negative autocorrelation, Poisson
Julie Bessac, Emil Constantinescu, Mihai Anitescu
Ann. Appl. Stat. 12 (1), 432-458, (March 2018) DOI: 10.1214/17-AOAS1099
KEYWORDS: Hierarchical Gaussian model, multiple data sources, predictive scenarios, spatio-temporal wind speed
Minjie Fan, Debashis Paul, Thomas C. M. Lee, Tomoko Matsuo
Ann. Appl. Stat. 12 (1), 459-489, (March 2018) DOI: 10.1214/17-AOAS1104
KEYWORDS: Non-Gaussian random field, multi-resolution analysis, isotropic process on a sphere, MCMC, ionospheric electrostatic potential, LFM-MIX model
Jaehong Jeong, Stefano Castruccio, Paola Crippa, Marc G. Genton
Ann. Appl. Stat. 12 (1), 490-509, (March 2018) DOI: 10.1214/17-AOAS1105
KEYWORDS: Axial symmetry, nonstationarity, spatio-temporal covariance model, sphere, stochastic generator, surface wind speed
Wei Vivian Li, Anqi Zhao, Shihua Zhang, Jingyi Jessica Li
Ann. Appl. Stat. 12 (1), 510-539, (March 2018) DOI: 10.1214/17-AOAS1100
KEYWORDS: Isoform abundance estimation, joint inference from multiple samples, RNA sequencing, Bayesian hierarchical models, Gibbs sampling, data heterogeneity
Timothy W. Randolph, Sen Zhao, Wade Copeland, Meredith Hullar, Ali Shojaie
Ann. Appl. Stat. 12 (1), 540-566, (March 2018) DOI: 10.1214/17-AOAS1102
KEYWORDS: Compositional data, distance-based analysis, kernel methods, microbial community data, penalized regression
Yaowu Liu, Jun Xie
Ann. Appl. Stat. 12 (1), 567-585, (March 2018) DOI: 10.1214/17-AOAS1103
KEYWORDS: Asymptotically powerful, high dimensional test, limiting null distribution
Kevin Caye, Flora Jay, Olivier Michel, Olivier François
Ann. Appl. Stat. 12 (1), 586-608, (March 2018) DOI: 10.1214/17-AOAS1106
KEYWORDS: Ancestry estimation algorithms, genotypic data, geographic data, fast algorithms
Lingxue Zhu, Jing Lei, Bernie Devlin, Kathryn Roeder
Ann. Appl. Stat. 12 (1), 609-632, (March 2018) DOI: 10.1214/17-AOAS1110
KEYWORDS: Single cell RNA sequencing, hierarchical model, Empirical Bayes, Gibbs sampling, EM algorithm
Nicholas J. Clark, Philip M. Dixon
Ann. Appl. Stat. 12 (1), 633-653, (March 2018) DOI: 10.1214/17-AOAS1112
KEYWORDS: Laplace approximations, nonseperable space–time, spatial-temporal dependence, Bayesian, terrorism
Katherine R. McLaughlin, Joshua D. EmBree
Ann. Appl. Stat. 12 (1), 654-682, (March 2018) DOI: 10.1214/17-AOAS1114
KEYWORDS: Assessment, collaboration, Dynamic networks, error-prone responses, grant evaluation, hierarchical Bayesian modeling, latent network, model-assisted analysis, recall bias, social network analysis, survey design
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