VOL. 15 · NO. 3 | September 2021
Ann. Appl. Stat. 15 (3), (September 2021)
No abstract available
Ann. Appl. Stat. 15 (3), (September 2021)
No abstract available
Karen Kafadar
Ann. Appl. Stat. 15 (3), 1081-1083, (September 2021) DOI: 10.1214/21-AOAS1500
No abstract available
Yoav Benjamini, Richard D. De Veaux, Bradley Efron, Scott Evans, Mark Glickman, Barry I. Graubard, Xuming He, Xiao-Li Meng, Nancy Reid, Stephen M. Stigler, Stephen B. Vardeman, Christopher K. Wikle, Tommy Wright, Linda J. Young, Karen Kafadar
Ann. Appl. Stat. 15 (3), 1084-1085, (September 2021) DOI: 10.1214/21-AOAS1501
No abstract available
Xinlei Mi, Patrick Tighe, Fei Zou, Baiming Zou
Ann. Appl. Stat. 15 (3), 1086-1100, (September 2021) DOI: 10.1214/21-AOAS1481
KEYWORDS: Bootstrap aggregating, comparative effectiveness analysis, complex confounding, deep neural network, propensity score, semiparametric regression
Henrique Hoeltgebaum, Niall Adams, F. Din-Houn Lau
Ann. Appl. Stat. 15 (3), 1101-1125, (September 2021) DOI: 10.1214/20-AOAS1424
KEYWORDS: Structural health monitoring, streaming PCA, Stochastic gradient descent, adaptive estimation, conformal prediction
Theodore Huang, Gregory Idos, Christine Hong, Stephen B. Gruber, Giovanni Parmigiani, Danielle Braun
Ann. Appl. Stat. 15 (3), 1126-1146, (September 2021) DOI: 10.1214/21-AOAS1482
KEYWORDS: gradient boosting, risk model, Mendelian model
Daniel J. McDonald, Michael McBride, Yupeng Gu, Christopher Raphael
Ann. Appl. Stat. 15 (3), 1147-1170, (September 2021) DOI: 10.1214/21-AOAS1457
KEYWORDS: Classification and clustering, Kalman filter, Hidden Markov model
Beniamino Hadj-Amar, Bärbel Finkenstädt, Mark Fiecas, Robert Huckstepp
Ann. Appl. Stat. 15 (3), 1171-1193, (September 2021) DOI: 10.1214/21-AOAS1455
KEYWORDS: Sleep apnea, time-varying frequencies, reversible-jump MCMC, Bayesian nonparametrics, Hierarchical Dirichlet process
Jennifer E. Starling, Jared S. Murray, Patricia A. Lohr, Abigail R. A. Aiken, Carlos M. Carvalho, James G. Scott
Ann. Appl. Stat. 15 (3), 1194-1219, (September 2021) DOI: 10.1214/20-AOAS1438
KEYWORDS: Bayesian additive regression tree, Causal inference, regularization, Gaussian process, heterogeneous treatment effects
Niklas Pfister, Evan G. Williams, Jonas Peters, Ruedi Aebersold, Peter Bühlmann
Ann. Appl. Stat. 15 (3), 1220-1246, (September 2021) DOI: 10.1214/21-AOAS1487
KEYWORDS: regression, Variable selection, causality, multiomic data
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet, Vahid Partovi Nia
Ann. Appl. Stat. 15 (3), 1247-1272, (September 2021) DOI: 10.1214/21-AOAS1465
KEYWORDS: Casual inference, Kendall’s correlation, Lasso, logistic regression, marketing, derivative-free optimization
Lin Wang, Jake Elmstedt, Weng Kee Wong, Hongquan Xu
Ann. Appl. Stat. 15 (3), 1273-1290, (September 2021) DOI: 10.1214/21-AOAS1462
KEYWORDS: Data reduction, Experimental design, optimal design, orthogonal array
Jing Qin, Geng Deng, Jing Ning, Ao Yuan, Yu Shen
Ann. Appl. Stat. 15 (3), 1291-1307, (September 2021) DOI: 10.1214/21-AOAS1446
KEYWORDS: Concave or convex function, Cox proportional hazards model, jackknife bias correction, pool adjacent violators algorithm, shape-restricted inference
Chuoxin Ma, Hongsheng Dai, Jianxin Pan
Ann. Appl. Stat. 15 (3), 1308-1328, (September 2021) DOI: 10.1214/21-AOAS1445
KEYWORDS: Asymptotically unbiased estimating equation, cardiovascular disease, Measurement errors, multistate models, ordered multiple event, past event feedback, semiparametric coefficients
Staci A. Hepler, Lance A. Waller, David M. Kline
Ann. Appl. Stat. 15 (3), 1329-1342, (September 2021) DOI: 10.1214/20-AOAS1415
KEYWORDS: Multivariate conditional autoregressive, change point, Bayesian, spatial rates
Jayant Jha, Prajamitra Bhuyan
Ann. Appl. Stat. 15 (3), 1343-1365, (September 2021) DOI: 10.1214/20-AOAS1429
KEYWORDS: Abnormal gait, astigmatism, latent variable, Metropolis–Hastings algorithm, rose diagram, truncated wrapped Cauchy
Michele Zemplenyi, Mark J. Meyer, Andres Cardenas, Marie-France Hivert, Sheryl L. Rifas-Shiman, Heike Gibson, Itai Kloog, Joel Schwartz, Emily Oken, Dawn L. DeMeo, Diane R. Gold, Brent A. Coull
Ann. Appl. Stat. 15 (3), 1366-1385, (September 2021) DOI: 10.1214/20-AOAS1425
KEYWORDS: Functional data analysis, wavelet regression, windows of susceptibility, epigenetics
Arkaprava Roy, Isaac Lavine, Amy H. Herring, David B. Dunson
Ann. Appl. Stat. 15 (3), 1386-1404, (September 2021) DOI: 10.1214/20-AOAS1435
KEYWORDS: Bayesian, chemical mixtures, factor analysis, hierarchical model, metaanalysis, perturbation matrix, phthalate exposures, racial disparities
Kelly R. Moran, David Dunson, Matthew W. Wheeler, Amy H. Herring
Ann. Appl. Stat. 15 (3), 1405-1430, (September 2021) DOI: 10.1214/21-AOAS1461
KEYWORDS: Dimension reduction, distance learning, functional prediction, high-throughput screening, toxicity, ToxCast, QSAR
Benjamin B. Risk, Irina Gaynanova
Ann. Appl. Stat. 15 (3), 1431-1454, (September 2021) DOI: 10.1214/21-AOAS1466
KEYWORDS: canonical correlation analysis, data fusion, Independent component analysis, JIVE, multiblock, multimodality, multiview, Projection pursuit, unsupervised learning
Cai Li, Heping Zhang
Ann. Appl. Stat. 15 (3), 1455-1477, (September 2021) DOI: 10.1214/21-AOAS1475
KEYWORDS: brain imaging, Conditional quantile, fluid intelligence, generalized Lasso regularization, piecewise smoothness, tensor regression
Menggang Yu, Chensheng Kuang, Jared D. Huling, Maureen Smith
Ann. Appl. Stat. 15 (3), 1478-1498, (September 2021) DOI: 10.1214/21-AOAS1473
KEYWORDS: Heterogeneity of treatment effect, observational data, rehospitalization, subgroup identification, data integration
Fengqing Chao, Patrick Gerland, Alex R. Cook, Leontine Alkema
Ann. Appl. Stat. 15 (3), 1499-1528, (September 2021) DOI: 10.1214/20-AOAS1436
KEYWORDS: Bayesian hierarchical model, probabilistic scenario-based projection, time series analysis, sex-selective abortion, sex ratio transition, missing female births
Zhuoran Shang, Elena A. Erosheva, Gongjun Xu
Ann. Appl. Stat. 15 (3), 1529-1555, (September 2021) DOI: 10.1214/21-AOAS1439
KEYWORDS: cognitive diagnosis, restricted latent class models, mixed membership models
Brady T. West, Roderick J. Little, Rebecca R. Andridge, Philip S. Boonstra, Erin B. Ware, Anita Pandit, Fernanda Alvarado-Leiton
Ann. Appl. Stat. 15 (3), 1556-1581, (September 2021) DOI: 10.1214/21-AOAS1453
KEYWORDS: Linear regression, probit regression, nonprobability samples, selection bias, polygenic scores, National Survey of Family Growth
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