VOL. 14 · NO. 1 | March 2020
Ann. Appl. Stat. 14 (1), (March 2020) Open Access
No abstract available
Ann. Appl. Stat. 14 (1), (March 2020) Open Access
No abstract available
Francisco J. R. Ruiz, Susan Athey, David M. Blei
Ann. Appl. Stat. 14 (1), 1-27, (March 2020) DOI: 10.1214/19-AOAS1265 Open Access
KEYWORDS: Probabilistic modeling, discrete choice model, causal interventions, variational inference, market basket data
Jennifer E. Starling, Jared S. Murray, Carlos M. Carvalho, Radek K. Bukowski, James G. Scott
Ann. Appl. Stat. 14 (1), 28-50, (March 2020) DOI: 10.1214/19-AOAS1268 Open Access
KEYWORDS: Bayesian additive regression tree, ensemble method, Gaussian process, regression tree, regularization
Wenjie Wang, Robert Aseltine, Kun Chen, Jun Yan
Ann. Appl. Stat. 14 (1), 51-73, (March 2020) DOI: 10.1214/19-AOAS1287 Open Access
KEYWORDS: Cox model, data linkage, ECM algorithm, integrative learning, suicide prevention
Paul J. Birrell, Lorenz Wernisch, Brian D. M. Tom, Leonhard Held, Gareth O. Roberts, Richard G. Pebody, Daniela De Angelis
Ann. Appl. Stat. 14 (1), 74-93, (March 2020) DOI: 10.1214/19-AOAS1278 Open Access
KEYWORDS: sequential Monte Carlo, resample-move, real-time inference, pandemic influenza, SEIR transmission model
Bryan D. Martin, Daniela Witten, Amy D. Willis
Ann. Appl. Stat. 14 (1), 94-115, (March 2020) DOI: 10.1214/19-AOAS1283 Open Access
KEYWORDS: Relative abundance, microbiome, correlated data, overdispersion, high throughput sequencing, beta-binomial
Arnab Chakraborty, Soumendra Nath Lahiri, Alyson Wilson
Ann. Appl. Stat. 14 (1), 116-142, (March 2020) DOI: 10.1214/19-AOAS1290 Open Access
KEYWORDS: Veracity score, Geostatistics, robust kriging, hyperlocal spatial prediction
Zhenguo Gao, Pang Du, Ran Jin, John L. Robertson
Ann. Appl. Stat. 14 (1), 143-159, (March 2020) DOI: 10.1214/19-AOAS1297 Open Access
KEYWORDS: Functional variance change point, thin-plate splines; subsampling, functional data, liver procurement
Chih-Yuan Hsu, Yi-Hau Chen, Ruoh-Rong Yu, Tsung-Wei Hung
Ann. Appl. Stat. 14 (1), 160-177, (March 2020) DOI: 10.1214/19-AOAS1304 Open Access
KEYWORDS: longitudinal data, panel study, quantile association, Quantile regression, Transition probability
Hong Zhang, Tiejun Tong, John Landers, Zheyang Wu
Ann. Appl. Stat. 14 (1), 178-201, (March 2020) DOI: 10.1214/19-AOAS1302 Open Access
KEYWORDS: $P$-value combination, global hypothesis testing, signal detection, statistical power, optimal test, genetic association studies
Kerstin Spitzer, Marta Pelizzola, Andreas Futschik
Ann. Appl. Stat. 14 (1), 202-220, (March 2020) DOI: 10.1214/19-AOAS1301 Open Access
KEYWORDS: Chi-square test, CMH test, overdispersion, experimental evolution, evolve and resequence, genetic drift, pool sequencing
Mohamad Elmasri, Maxwell J. Farrell, T. Jonathan Davies, David A. Stephens
Ann. Appl. Stat. 14 (1), 221-240, (March 2020) DOI: 10.1214/19-AOAS1296 Open Access
KEYWORDS: Ecological networks, Composite likelihood, iterated conditional modes, presence-only networks, link prediction
Tsuyoshi Kunihama, Zehang Richard Li, Samuel J. Clark, Tyler H. McCormick
Ann. Appl. Stat. 14 (1), 241-256, (March 2020) DOI: 10.1214/19-AOAS1253 Open Access
KEYWORDS: Bayesian latent model, cause of death, Conditional dependence, multivariate data, verbal autopsies, survey data
Joseph Antonelli, Maitreyi Mazumdar, David Bellinger, David Christiani, Robert Wright, Brent Coull
Ann. Appl. Stat. 14 (1), 257-275, (March 2020) DOI: 10.1214/19-AOAS1307 Open Access
KEYWORDS: Environmental statistics, interaction model, Bayesian inference, spike and slab priors
Wanghuan Chu, Runze Li, Jingyuan Liu, Matthew Reimherr
Ann. Appl. Stat. 14 (1), 276-298, (March 2020) DOI: 10.1214/19-AOAS1310 Open Access
KEYWORDS: genome-wide association study, mixed effects, ultrahigh dimensional longitudinal data, varying coefficient models
Jared D. Fisher, Davide Pettenuzzo, Carlos M. Carvalho
Ann. Appl. Stat. 14 (1), 299-338, (March 2020) DOI: 10.1214/19-AOAS1303 Open Access
KEYWORDS: 62C10, 62P20, 91B28, 91B84
Medha Uppala, Mark S. Handcock
Ann. Appl. Stat. 14 (1), 339-356, (March 2020) DOI: 10.1214/19-AOAS1309 Open Access
KEYWORDS: Point processes, linear network, spatiotemporal modeling, pseudolikelihood, Berman–Turner method, spider webs, wildfires, ignition origins, road networks
Peng Shi, Zifeng Zhao
Ann. Appl. Stat. 14 (1), 357-380, (March 2020) DOI: 10.1214/19-AOAS1299 Open Access
KEYWORDS: Insurance claim data, compound distribution, copula regression, incomplete data, two-part model
Yicheng Li, Adrian E. Raftery
Ann. Appl. Stat. 14 (1), 381-408, (March 2020) DOI: 10.1214/19-AOAS1306 Open Access
KEYWORDS: Smoking attributable fraction, Peto–Lopez method, Bayesian hierarchical model, double logistic curve, probabilislic projection
Yen-Chi Chen, Adrian Dobra
Ann. Appl. Stat. 14 (1), 409-432, (March 2020) DOI: 10.1214/19-AOAS1311 Open Access
KEYWORDS: Activity space, global positioning systems (GPS), human mobility, kernel density estimation, space-time geography, topological data analysis
Zhonghua Liu, Ian Barnett, Xihong Lin
Ann. Appl. Stat. 14 (1), 433-451, (March 2020) DOI: 10.1214/19-AOAS1312 Open Access
KEYWORDS: Dimension reduction, Principal Component Analysis, eigen-values, Hypothesis testing, multiple phenotypes, minimum $p$-value test, SNP-set, variance-component test
Michael E. Sobel, Martin A. Lindquist
Ann. Appl. Stat. 14 (1), 452-472, (March 2020) DOI: 10.1214/19-AOAS1316 Open Access
KEYWORDS: Causal inference, fMRI, Functional connectivity, systematic error, pain, region of interest
Alex Diana, Eleni Matechou, Jim Griffin, Alison Johnston
Ann. Appl. Stat. 14 (1), 473-493, (March 2020) DOI: 10.1214/19-AOAS1315 Open Access
KEYWORDS: Hierarchical Dirichlet process, Gaussian process, capture recapture
Boyu Ren, Sergio Bacallado, Stefano Favaro, Tommi Vatanen, Curtis Huttenhower, Lorenzo Trippa
Ann. Appl. Stat. 14 (1), 494-517, (March 2020) DOI: 10.1214/19-AOAS1295 Open Access
KEYWORDS: Truncated dependent Dirichlet processes, latent factor model, type 1 diabetes
Trang Quynh Nguyen, Elizabeth A. Stuart
Ann. Appl. Stat. 14 (1), 518-520, (March 2020) DOI: 10.1214/19-AOAS1320 Open Access
No abstract available
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