VOL. 14 · NO. 4 | December 2020
 
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Frontmatter
Ann. Appl. Stat. 14 (4), (December 2020)
No abstract available
Ann. Appl. Stat. 14 (4), (December 2020)
No abstract available
Articles
Anna K. Yanchenko, Peter D. Hoff
Ann. Appl. Stat. 14 (4), 1581-1603, (December 2020) DOI: 10.1214/20-AOAS1391
KEYWORDS: Audio processing, Bayes, hierarchical modeling, functional data, multidimensional scaling
Yicheng Kang
Ann. Appl. Stat. 14 (4), 1604-1621, (December 2020) DOI: 10.1214/20-AOAS1365
KEYWORDS: backfitting, decision usefulness, jump detection, jump-preserving estimation, market reaction, shortened reporting lag
Jared D. Fisher, David W. Puelz, Carlos M. Carvalho
Ann. Appl. Stat. 14 (4), 1622-1650, (December 2020) DOI: 10.1214/20-AOAS1351
KEYWORDS: Cross-section of returns, posterior summarization, Bayesian modeling
Erin M. Schliep, Sarah M. Collins, Shirley Rojas-Salazar, Noah R. Lottig, Emily H. Stanley
Ann. Appl. Stat. 14 (4), 1651-1675, (December 2020) DOI: 10.1214/20-AOAS1371
KEYWORDS: Bayesian hierarchical model, detection limits, LAGOS, multivariate, Markov chain Monte Carlo
Yulia Baker, Tiffany M. Tang, Genevera I. Allen
Ann. Appl. Stat. 14 (4), 1676-1698, (December 2020) DOI: 10.1214/20-AOAS1389
KEYWORDS: data fusion, multimodal data, integrative genomics, Variable selection, Lasso/GLM Lasso, stability selection, mixed graphical models
Yuanjun Gao, Jack Goetz, Matthew Connelly, Rahul Mazumder
Ann. Appl. Stat. 14 (4), 1699-1723, (December 2020) DOI: 10.1214/20-AOAS1344
KEYWORDS: U. S. History, National Archives, signal estimation, Fused lasso, optimization
Yoshikazu Terada, Issei Ogasawara, Ken Nakata
Ann. Appl. Stat. 14 (4), 1724-1742, (December 2020) DOI: 10.1214/20-AOAS1404
KEYWORDS: Functional data analysis, Binary classification, PU learning
Federico Ferrari, David B. Dunson
Ann. Appl. Stat. 14 (4), 1743-1758, (December 2020) DOI: 10.1214/20-AOAS1363
KEYWORDS: Bayesian modeling, chemical mixtures, Gaussian process, interaction selection, semiparametric, strong heredity, Variable selection
Yan Wang, Xiaowei Yue, Rui Tuo, Jeffrey H. Hunt, Jianjun Shi
Ann. Appl. Stat. 14 (4), 1759-1776, (December 2020) DOI: 10.1214/20-AOAS1353
KEYWORDS: computer experiments, penalized calibration, engineering design parameters, composite parts
Trambak Banerjee, Bhaswar B. Bhattacharya, Gourab Mukherjee
Ann. Appl. Stat. 14 (4), 1777-1805, (December 2020) DOI: 10.1214/20-AOAS1362
KEYWORDS: Single-cell virology, immunology, two-sample tests, viral remodeling, homogeneous Poisson process, nearest neighbors, HIV infection, mass cytometry
David Cheng, Rajeev Ayyagari, James Signorovitch
Ann. Appl. Stat. 14 (4), 1806-1833, (December 2020) DOI: 10.1214/20-AOAS1359
KEYWORDS: Indirect comparison, matching-adjusted indirect comparison, Causal inference, health technology assessment
Marie Du Roy de Chaumaray, Matthieu Marbac, Fabien Navarro
Ann. Appl. Stat. 14 (4), 1834-1855, (December 2020) DOI: 10.1214/20-AOAS1375
KEYWORDS: Accelerometer data, Hidden Markov model, longitudinal data, missing data, Mixture models
Tianjian Zhou, Subhajit Sengupta, Peter Müller, Yuan Ji
Ann. Appl. Stat. 14 (4), 1856-1877, (December 2020) DOI: 10.1214/20-AOAS1368
KEYWORDS: Copy number, gene expression, high-throughput sequencing, Intra-tumor heterogeneity, latent factor model, somatic mutation
Matthew D. Koslovsky, Emily T. Hébert, Michael S. Businelle, Marina Vannucci
Ann. Appl. Stat. 14 (4), 1878-1902, (December 2020) DOI: 10.1214/20-AOAS1402
KEYWORDS: Ecological momentary assessment, mHealth, Pólya-Gamma augmentation, time-varying effect model, Variable selection
Yajuan Si, Mari Palta, Maureen Smith
Ann. Appl. Stat. 14 (4), 1903-1924, (December 2020) DOI: 10.1214/20-AOAS1378
KEYWORDS: trajectory, latent profile, multiple imputation, posterior predictive check
Panayiota Touloupou, Bärbel Finkenstädt, Thomas E. Besser, Nigel P. French, Simon E. F. Spencer
Ann. Appl. Stat. 14 (4), 1925-1944, (December 2020) DOI: 10.1214/20-AOAS1366
KEYWORDS: Multistate Markov model, misclassification, epidemiology, Markov chain Monte Carlo, genotypes
Brian J. Reich, Yawen Guan, Denis Fourches, Joshua L. Warren, Stefanie E. Sarnat, Howard H. Chang
Ann. Appl. Stat. 14 (4), 1945-1963, (December 2020) DOI: 10.1214/20-AOAS1364
KEYWORDS: cheminformatics, collinearity, factor analysis, principal components, stochastic search, Variable selection
Naomi E. Hannaford, Sarah E. Heaps, Tom M. W. Nye, Tom A. Williams, T. Martin Embley
Ann. Appl. Stat. 14 (4), 1964-1983, (December 2020) DOI: 10.1214/20-AOAS1369
KEYWORDS: Compositional heterogeneity, Lie Markov models, Phylogenetics, rooting
George Mohler, Erin McGrath, Cody Buntain, Gary LaFree
Ann. Appl. Stat. 14 (4), 1984-2002, (December 2020) DOI: 10.1214/20-AOAS1352
KEYWORDS: Hawkes process, dynamic topic model, social media, elections
Federico Camerlenghi, Bianca Dumitrascu, Federico Ferrari, Barbara E. Engelhardt, Stefano Favaro
Ann. Appl. Stat. 14 (4), 2003-2019, (December 2020) DOI: 10.1214/20-AOAS1370
KEYWORDS: Cell type discovery, experimental sampling design, hierarchical Pitman–Yor model, multiarmed bandits, scRNA-seq, sequential Monte Carlo, Thompson sampling
K. Sham Bhat, Kary Myers, Earl Lawrence, James Colgan, Elizabeth Judge
Ann. Appl. Stat. 14 (4), 2020-2036, (December 2020) DOI: 10.1214/20-AOAS1373
KEYWORDS: Bayesian model calibration, simulations, discrepancy modeling, spectroscopy, MARS
Aleksander Søltoft-Jensen, Mads Peter Heide-Jørgensen, Susanne Ditlevsen
Ann. Appl. Stat. 14 (4), 2037-2052, (December 2020) DOI: 10.1214/20-AOAS1379
KEYWORDS: point process, narwhal, buzz and call, logistic regression with memory, autoregressive process, behavioural data of marine mammals, ecology
Qian Li, John Shamshoian, Damla Şentürk, Catherine Sugar, Shafali Jeste, Charlotte DiStefano, Donatello Telesca
Ann. Appl. Stat. 14 (4), 2053-2068, (December 2020) DOI: 10.1214/20-AOAS1374
KEYWORDS: EEG, factor analysis, Functional data analysis, hierarchical models
Patrick M. Schnell, Georgia Papadogeorgou
Ann. Appl. Stat. 14 (4), 2069-2095, (December 2020) DOI: 10.1214/20-AOAS1377
KEYWORDS: Causal inference, cardiovascular disease, food access, Markov random field, spatial confounding, unmeasured confounding
Iain L. MacDonald
Ann. Appl. Stat. 14 (4), 2096-2098, (December 2020) DOI: 10.1214/20-AOAS1410
KEYWORDS: folded Normal distribution, EM algorithm, likelihood, numerical maximization
Sungkyu Jung, Mark Foskey, J. S. Marron
Ann. Appl. Stat. 14 (4), 2099-2100, (December 2020) DOI: 10.1214/20-AOAS1411
No abstract available
Iain L. MacDonald
Ann. Appl. Stat. 14 (4), 2101, (December 2020) DOI: 10.1214/20-AOAS1412
No abstract available
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