VOL. 15 · NO. 1 | March 2021
 
VIEW ALL ABSTRACTS +
Frontmatter
Ann. Appl. Stat. 15 (1), (March 2021)
No abstract available
Ann. Appl. Stat. 15 (1), (March 2021)
No abstract available
Articles
Garritt L. Page, Fernando A. Quintana, Gary L. Rosner
Ann. Appl. Stat. 15 (1), 1-21, (March 2021) DOI: 10.1214/20-AOAS1372
KEYWORDS: Multiplicative associations, dependent random partition models, nonparametric Bayes, exploratory data analysis
Chenguang Dai, Duo Chan, Peter Huybers, Natesh Pillai
Ann. Appl. Stat. 15 (1), 22-40, (March 2021) DOI: 10.1214/20-AOAS1367
KEYWORDS: state-space model, hierarchical model, position error, navigational uncertainty, sea surface temperature uncertainty
Chris Glynn, Surya T. Tokdar, Azeem Zaman, Valeria C. Caruso, Jeff T. Mohl, Shawn M. Willett, Jennifer M. Groh
Ann. Appl. Stat. 15 (1), 41-63, (March 2021) DOI: 10.1214/20-AOAS1383
KEYWORDS: spike train, multiple stimuli, dynamic admixture of Poisson processes, Gaussian process, Dirichlet process, Bayesian inference
Shanghong Xie, Donglin Zeng, Yuanjia Wang
Ann. Appl. Stat. 15 (1), 64-87, (March 2021) DOI: 10.1214/20-AOAS1382
KEYWORDS: graphical models, network analysis, multi-modality data, structural co-variance network, white matter connectivity, Huntington’s disease
Xueying Liu, Jeremy Carter, Brad Ray, George Mohler
Ann. Appl. Stat. 15 (1), 88-101, (March 2021) DOI: 10.1214/20-AOAS1384
KEYWORDS: point process, expectation maximization algorithm, semisupervised learning, nonnegative matrix factorization, opioid overdose
Emily Berg, Jae-Kwang Kim
Ann. Appl. Stat. 15 (1), 102-125, (March 2021) DOI: 10.1214/20-AOAS1388
KEYWORDS: EM algorithm, Fay–Herriot model
Tanayott Thaweethai, David E. Arterburn, Karen J. Coleman, Sebastien Haneuse
Ann. Appl. Stat. 15 (1), 126-147, (March 2021) DOI: 10.1214/20-AOAS1386
KEYWORDS: missing data, multiple imputation, inverse-probability weighting, model misspecification, electronic health records, bariatric surgery, obesity, chronic kidney disease
Gemma E. Moran, Veronika Ročková, Edward I. George
Ann. Appl. Stat. 15 (1), 148-173, (March 2021) DOI: 10.1214/20-AOAS1385
KEYWORDS: Bayes, Biclustering, Spike-and-Slab Lasso, hierarchical modeling, Variable selection, factor analysis
Moreno Ursino, Christian Röver, Sarah Zohar, Tim Friede
Ann. Appl. Stat. 15 (1), 174-193, (March 2021) DOI: 10.1214/20-AOAS1390
KEYWORDS: Meta-analysis, dose finding, mixed-effect model
Jenny Yang, Yang Liu, Yufeng Liu, Wei Sun
Ann. Appl. Stat. 15 (1), 194-207, (March 2021) DOI: 10.1214/20-AOAS1380
KEYWORDS: directed acyclic graphs, graphical models, model free
Jacob M. Schauer, Kaitlyn G. Fitzgerald, Sarah Peko-Spicer, Mena C. R. Whalen, Rrita Zejnullahi, Larry V. Hedges
Ann. Appl. Stat. 15 (1), 208-229, (March 2021) DOI: 10.1214/20-AOAS1387
KEYWORDS: replication, Meta-analysis, power, bias
Zhenyu Zhang, Akihiko Nishimura, Paul Bastide, Xiang Ji, Rebecca P. Payne, Philip Goulder, Philippe Lemey, Marc A. Suchard
Ann. Appl. Stat. 15 (1), 230-251, (March 2021) DOI: 10.1214/20-AOAS1394
KEYWORDS: Bayesian phylogenetics, probit models, Bouncy particle sampler, dynamic programming, HIV evolution
Jing Huang, Yi Cai, Jingcheng Du, Ruosha Li, Susan S. Ellenberg, Sean Hennessy, Cui Tao, Yong Chen
Ann. Appl. Stat. 15 (1), 252-269, (March 2021) DOI: 10.1214/20-AOAS1393
KEYWORDS: Composite likelihood, Heterogeneity, signal detection, underreporting, vaccine safety outcome
Gregory J. Hunt, Johann A. Gagnon-Bartsch
Ann. Appl. Stat. 15 (1), 270-286, (March 2021) DOI: 10.1214/20-AOAS1395
KEYWORDS: Deconvolution, proportions, high-throughput sequencing
Lorenzo Fattorini, Sara Franceschi, Marzia Marcheselli, Caterina Pisani, Luca Pratelli
Ann. Appl. Stat. 15 (1), 287-303, (March 2021) DOI: 10.1214/20-AOAS1392
KEYWORDS: design consistency, two-phase sampling, spatial interpolation
Fan Li, Andrea Mercatanti, Taneli Mäkinen, Andrea Silvestrini
Ann. Appl. Stat. 15 (1), 304-322, (March 2021) DOI: 10.1214/20-AOAS1396
KEYWORDS: Asset purchase programs, augmented estimators, local unconfoundedness, M-estimation, ordered probit, regression discontinuity design, weighting
Joshua L. Warren, Marie Lynn Miranda, Joshua L. Tootoo, Claire E. Osgood, Michelle L. Bell
Ann. Appl. Stat. 15 (1), 323-342, (March 2021) DOI: 10.1214/20-AOAS1399
KEYWORDS: Air pollution, downscaling, spatial distributed lags, varying coefficients
Jean Feng, William S. DeWitt III, Aaron McKenna, Noah Simon, Amy D. Willis, Frederick A. Matsen IV
Ann. Appl. Stat. 15 (1), 343-362, (March 2021) DOI: 10.1214/20-AOAS1400
KEYWORDS: Phylogenetics, tree reconstruction, cell lineage tracing, maximum likelihood estimator, regularization
Qingyuan Zhao, Nianqiao Ju, Sergio Bacallado, Rajen D. Shah
Ann. Appl. Stat. 15 (1), 363-390, (March 2021) DOI: 10.1214/20-AOAS1401
KEYWORDS: epidemiology, infectious disease, Bayesian nonparametrics, selection bias, epidemic growth, incubation period
An-Shun Tai, George C. Tseng, Wen-Ping Hsieh
Ann. Appl. Stat. 15 (1), 391-411, (March 2021) DOI: 10.1214/20-AOAS1376
KEYWORDS: Semi-reference-based deconvolution, hierarchical Bayesian, stochastic search variable selection, cell proportion, gene expression
Mingyang Shan, Kali S. Thomas, Roee Gutman
Ann. Appl. Stat. 15 (1), 412-436, (March 2021) DOI: 10.1214/20-AOAS1397
KEYWORDS: record linkage, missing data, Causal inference, multiple imputation, Bayesian data analysis
Yicheng Li, Adrian E. Raftery
Ann. Appl. Stat. 15 (1), 437-459, (March 2021) DOI: 10.1214/20-AOAS1381
KEYWORDS: Smoking attributable fraction, Bayesian hierarchical model, life expectancy, probabilislic projection
Matthew Plumlee, Taylor G. Asher, Won Chang, Matthew V. Bilskie
Ann. Appl. Stat. 15 (1), 460-480, (March 2021) DOI: 10.1214/20-AOAS1398
KEYWORDS: computer experiments, Gaussian process, sequential experiments, surrogate modeling
David K. Lim, Naim U. Rashid, Joseph G. Ibrahim
Ann. Appl. Stat. 15 (1), 481-508, (March 2021) DOI: 10.1214/20-AOAS1407
KEYWORDS: clustering, RNA-Seq, confounders, batch
Tian Tian, Ruihua Cheng, Zhi Wei
Ann. Appl. Stat. 15 (1), 509-526, (March 2021) DOI: 10.1214/20-AOAS1403
KEYWORDS: Transcriptome, time series, Empirical Bayes, change-point model
Back to Top