VOL. 14 · NO. 3 | September 2020
 
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Frontmatter
Ann. Appl. Stat. 14 (3), (September 2020)
No abstract available
Ann. Appl. Stat. 14 (3), (September 2020)
No abstract available
Articles
Kenneth Hung, William Fithian
Ann. Appl. Stat. 14 (3), 1063-1087, (September 2020) DOI: 10.1214/20-AOAS1336
KEYWORDS: replicability, multiple testing, postselection inference, publication bias, Meta-analysis
Jingjing Zou, David J. Lederer, Daniel Rabinowitz
Ann. Appl. Stat. 14 (3), 1088-1121, (September 2020) DOI: 10.1214/20-AOAS1350
KEYWORDS: Lung transplantation, lung allocation score (LAS), allocation rules, Markov decision models, Hamilton–Jacobi–Bellman equations, simulation studies
Nathan Sandholtz, Luke Bornn
Ann. Appl. Stat. 14 (3), 1122-1145, (September 2020) DOI: 10.1214/20-AOAS1348
KEYWORDS: Basketball, Bayesian hierarchical model, Markov decision process, optical tracking data, simulation
Chao Cheng, Molin Wang
Ann. Appl. Stat. 14 (3), 1146-1163, (September 2020) DOI: 10.1214/20-AOAS1337
KEYWORDS: Between-study variability, Calibration, multiple studies, categorical biomarker data, measurement error
Jonathan Stallrich, Md Nazmul Islam, Ana-Maria Staicu, Dustin Crouch, Lizhi Pan, He Huang
Ann. Appl. Stat. 14 (3), 1164-1181, (September 2020) DOI: 10.1214/20-AOAS1324
KEYWORDS: Electromyography signal, varying functional regression, functional variable selection, adaptive group LASSO, correlated functional predictors, sequential adaptive functional estimation
Chelsea Zhang, Sean J. Taylor, Curtiss Cobb, Jasjeet Sekhon
Ann. Appl. Stat. 14 (3), 1182-1206, (September 2020) DOI: 10.1214/20-AOAS1322
KEYWORDS: Active learning, adaptive surveys, matrix factorization, multidimensional adaptive testing, optimal design, survey imputation
Abhirup Datta, Andrew Pita, Amrita Rao, Bhekie Sithole, Zandile Mnisi, Stefan Baral
Ann. Appl. Stat. 14 (3), 1207-1241, (September 2020) DOI: 10.1214/20-AOAS1327
KEYWORDS: Bayesian, capture-recapture, epidemiology, HIV, misalignment, multiplier method
Seok-Oh Jeong, Dongseok Choi, Woncheol Jang
Ann. Appl. Stat. 14 (3), 1242-1257, (September 2020) DOI: 10.1214/20-AOAS1341
KEYWORDS: False discovery rate, log concave, microarray, mixture model, next generation sequencing data
Idris Eckley, Claudia Kirch, Silke Weber
Ann. Appl. Stat. 14 (3), 1258-1284, (September 2020) DOI: 10.1214/20-AOAS1345
KEYWORDS: Nonaligned change points, Epidemic model, projection methods, dependent errors, multivariate change points
Erik Scharwächter, Emmanuel Müller
Ann. Appl. Stat. 14 (3), 1285-1303, (September 2020) DOI: 10.1214/20-AOAS1338
KEYWORDS: time series, event series, statistical association, Independence test, event coincidence analysis, event synchronization, Causal inference, hate speech, social media, terrorism
Hohyun Jung, Jae-Gil Lee, Namgil Lee, Sung-Ho Kim
Ann. Appl. Stat. 14 (3), 1304-1325, (September 2020) DOI: 10.1214/20-AOAS1346
KEYWORDS: Topic analysis, EM algorithm, community question answering, rich get richer, user behavior
Zi Ye, Giles Hooker, Stephen P. Ellner
Ann. Appl. Stat. 14 (3), 1326-1341, (September 2020) DOI: 10.1214/20-AOAS1349
KEYWORDS: Functional data analysis, reaction norm, Jensen Effect, Single index model, SiZer
Anna Kiriliouk, Philippe Naveau
Ann. Appl. Stat. 14 (3), 1342-1358, (September 2020) DOI: 10.1214/20-AOAS1355
KEYWORDS: Multivariate generalized Pareto distribution, necessary and sufficient causation, heavy rainfall, Climate change
Amanda Lenzi, Marc G. Genton
Ann. Appl. Stat. 14 (3), 1359-1378, (September 2020) DOI: 10.1214/20-AOAS1347
KEYWORDS: Integrated nested Laplace approximation, linear model of coregionalization, probabilistic forecast, spatiotemporal modeling, wind vector
Zhigang Yao, Zengyan Fan, Masahito Hayashi, William F. Eddy
Ann. Appl. Stat. 14 (3), 1379-1408, (September 2020) DOI: 10.1214/19-AOAS1321
KEYWORDS: MEG inverse problem, discrete posterior distribution, expectation-maximization, spatiotemporal model, source localization
Imke Mayer, Erik Sverdrup, Tobias Gauss, Jean-Denis Moyer, Stefan Wager, Julie Josse
Ann. Appl. Stat. 14 (3), 1409-1431, (September 2020) DOI: 10.1214/20-AOAS1356
KEYWORDS: missing data, Causal inference, potential outcomes, observational data, propensity score estimation, incomplete confounders, major trauma, public health
Brian G. Barkley, Michael G. Hudgens, John D. Clemens, Mohammad Ali, Michael E. Emch
Ann. Appl. Stat. 14 (3), 1432-1448, (September 2020) DOI: 10.1214/19-AOAS1314
KEYWORDS: Causal inference, interference, inverse probability-weight, observational study, propensity score, spillover effects
Neil A. Spencer, Jared S. Murray
Ann. Appl. Stat. 14 (3), 1449-1470, (September 2020) DOI: 10.1214/20-AOAS1334
KEYWORDS: Random match probability, forensic statistics, forensic footwear analysis, Random measures, hierarchical Bayes, Point processes, spatial statistics
Matthew D. Koslovsky, Kristi L. Hoffman, Carrie R. Daniel, Marina Vannucci
Ann. Appl. Stat. 14 (3), 1471-1492, (September 2020) DOI: 10.1214/20-AOAS1354
KEYWORDS: Bayesian statistics, joint modeling, multivariate count data, prediction, Variable selection
Xiaofei Xu, Ying Chen, Cathy W. S. Chen, Xiancheng Lin
Ann. Appl. Stat. 14 (3), 1493-1515, (September 2020) DOI: 10.1214/20-AOAS1360
KEYWORDS: Bayesian, integer-valued GARCH model, excess zeros, overdispersion, nonstationarity, MCMC
Saverio Ranciati, Veronica Vinciotti, Ernst C. Wit
Ann. Appl. Stat. 14 (3), 1516-1534, (September 2020) DOI: 10.1214/20-AOAS1358
KEYWORDS: Bayesian modeling, Mixture models, MCMC algorithm, network, overlapping clusters
Zhe Sun, Wanli Xu, Xiaomei Cong, Gen Li, Kun Chen
Ann. Appl. Stat. 14 (3), 1535-1556, (September 2020) DOI: 10.1214/20-AOAS1357
KEYWORDS: constrained optimization, longitudinal data, simplex, group selection
Philip S. Boonstra, John C. Krauss
Ann. Appl. Stat. 14 (3), 1557-1580, (September 2020) DOI: 10.1214/20-AOAS1361
KEYWORDS: Conditional multinomial, $L_{0}$ penalty, ranked lists, Variable selection
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