VOL. 16 · NO. 2 | June 2022
Ann. Appl. Stat. 16 (2), (June 2022)
No abstract available
Ann. Appl. Stat. 16 (2), (June 2022)
No abstract available
Thomas M. Trimbur, Tucker S. McElroy
Ann. Appl. Stat. 16 (2), 627-651, (June 2022) DOI: 10.1214/21-AOAS1463 Open Access
KEYWORDS: Business cycles, band-pass filter, ideal filter, signal extraction, stochastic cycles, unobserved components
David E. Jones, David C. Stenning, Eric B. Ford, Robert L. Wolpert, Thomas J. Loredo, Christian Gilbertson, Xavier Dumusque
Ann. Appl. Stat. 16 (2), 652-679, (June 2022) DOI: 10.1214/21-AOAS1471 Open Access
KEYWORDS: Exoplanets, radial velocity method, stellar activity, Gaussian process, time series, Dimension reduction, Model selection
Wesley Tansey, Christopher Tosh, David M. Blei
Ann. Appl. Stat. 16 (2), 680-705, (June 2022) DOI: 10.1214/21-AOAS1485
KEYWORDS: Dose-response, matrix factorization, Trend filtering, slice sampling, constrained inference
Leonhard Held, Charlotte Micheloud, Samuel Pawel
Ann. Appl. Stat. 16 (2), 706-720, (June 2022) DOI: 10.1214/21-AOAS1502 Open Access
KEYWORDS: power, replication studies, sceptical p-value, shrinkage, two-trials rule, type-I error rate
Martin Tveten, Idris A. Eckley, Paul Fearnhead
Ann. Appl. Stat. 16 (2), 721-743, (June 2022) DOI: 10.1214/21-AOAS1508 Open Access
KEYWORDS: anomaly, binary quadratic programme, Change points, cross-correlation, Outliers
Jialei Chen, Simon Mak, V. Roshan Joseph, Chuck Zhang
Ann. Appl. Stat. 16 (2), 744-764, (June 2022) DOI: 10.1214/21-AOAS1512
KEYWORDS: adaptive sampling, censored experiments, Experimental design, kriging, multifidelity modeling
Emanuele Aliverti, David B. Dunson
Ann. Appl. Stat. 16 (2), 765-790, (June 2022) DOI: 10.1214/21-AOAS1515
KEYWORDS: Psychiatric profiles, Bayesian modelling, categorical data, Contingency table, log-linear models, mixture model
Nicoletta D’Angelo, Giada Adelfio, Antonino Abbruzzo, Jorge Mateu
Ann. Appl. Stat. 16 (2), 791-815, (June 2022) DOI: 10.1214/21-AOAS1519
KEYWORDS: Gibbs point processes, Global Positioning System, intensity estimation, linear networks, log-Gaussian Cox processes, spatio-temporal point processes
Boya Zhang, Robert B. Gramacy, Leah R. Johnson, Kenneth A. Rose, Eric Smith
Ann. Appl. Stat. 16 (2), 816-842, (June 2022) DOI: 10.1214/21-AOAS1521
KEYWORDS: Gaussian process surrogate modeling, agent-based model, Active learning, input-dependent noise, replication, sensitivity analysis
Marc Schneble, Göran Kauermann
Ann. Appl. Stat. 16 (2), 843-865, (June 2022) DOI: 10.1214/21-AOAS1522
KEYWORDS: Intensity estimation of stochastic point processes, generalized additive models, geometric networks, penalized splines, poisson regression with offset, spatstatpackage
Jianqiao Wang, Wanjie Wang, Hongzhe Li
Ann. Appl. Stat. 16 (2), 866-886, (June 2022) DOI: 10.1214/21-AOAS1523
KEYWORDS: Local dependency, pleiotropy, Principal Component Analysis, sparse simultaneous signal
Paul A. Parker, Scott H. Holan, Ryan Janicki
Ann. Appl. Stat. 16 (2), 887-904, (June 2022) DOI: 10.1214/21-AOAS1524
KEYWORDS: Bayesian analysis, informative sampling, Pólya Gamma, pseudolikelihood, small area estimation, Small Area Health Insurance Estimates (SAHIE) Program
Árni V. Jóhannesson, Stefan Siegert, Raphaël Huser, Haakon Bakka, Birgir Hrafnkelsson
Ann. Appl. Stat. 16 (2), 905-935, (June 2022) DOI: 10.1214/21-AOAS1525 Open Access
KEYWORDS: Approximate Bayesian inference, flood frequency analysis, latent Gaussian model, Max-and-Smooth, multivariate link function, spatiotemporal extremes
Jiahua Chen, Yukun Liu, Carilyn G. Taylor, James V. Zidek
Ann. Appl. Stat. 16 (2), 936-958, (June 2022) DOI: 10.1214/21-AOAS1526 Open Access
KEYWORDS: density ratio model, empirical likelihood, exchangeability, multiple sample, percentila, rank test
Oksana A. Chkrebtii, Yury E. García, Marcos A. Capistrán, Daniel E. Noyola
Ann. Appl. Stat. 16 (2), 959-981, (June 2022) DOI: 10.1214/21-AOAS1527
KEYWORDS: Stochastic kinetic models, acute respiratory disease, Bayesian modeling, linear noise approximation, influenza, RSV
Sina Mews, Roland Langrock, Ruth King, Nicola Quick
Ann. Appl. Stat. 16 (2), 982-998, (June 2022) DOI: 10.1214/21-AOAS1528
KEYWORDS: Arnason–Schwarz model, continuous-time Markov chain, Hidden Markov model, maximum likelihood
Toryn L. J. Schafer, Christopher K. Wikle, Mevin B. Hooten
Ann. Appl. Stat. 16 (2), 999-1013, (June 2022) DOI: 10.1214/21-AOAS1529
KEYWORDS: agent-based model, inverse optimal control, Markov decision process, variational approximation
Liangyuan Hu, Jungang Zou, Chenyang Gu, Jiayi Ji, Michael Lopez, Minal Kale
Ann. Appl. Stat. 16 (2), 1014-1037, (June 2022) DOI: 10.1214/21-AOAS1530
KEYWORDS: Causal inference, ignorability assumption, observational data, Bayesian inference, nested multiple imputation
Ali Rafei, Carol A. C. Flannagan, Brady T. West, Michael R. Elliott
Ann. Appl. Stat. 16 (2), 1038-1070, (June 2022) DOI: 10.1214/21-AOAS1531
KEYWORDS: big data, nonprobability sample, quasi-randomization, prediction model, doubly robust, augmented inverse propensity weighting, Bayesian additive regression trees
Tanbin Rahman, Hsin-En Huang, Yujia Li, An-Shun Tai, Wen-Ping Hseih, Colleen A. McClung, George Tseng
Ann. Appl. Stat. 16 (2), 1071-1089, (June 2022) DOI: 10.1214/21-AOAS1532
KEYWORDS: ‎classification‎, count data, RNA-seq data, covariate adjustment
Ander Wilson, Hsiao-Hsien Leon Hsu, Yueh-Hsiu Mathilda Chiu, Robert O. Wright, Rosalind J. Wright, Brent A. Coull
Ann. Appl. Stat. 16 (2), 1090-1110, (June 2022) DOI: 10.1214/21-AOAS1533
KEYWORDS: Air pollution, chemical mixtures, children’s health, windows of susceptibility, distributed lag models, kernel machine regression
Michael Johnson, Jiongyi Cao, Hyunseung Kang
Ann. Appl. Stat. 16 (2), 1111-1129, (June 2022) DOI: 10.1214/21-AOAS1535
KEYWORDS: Causal inference, complier average causal effect, heterogeneous treatment, instrumental variables, Matching, machine learning, Oregon Health Insurance Experiment
Xiaoyang Guo, Aditi Basu Bal, Tom Needham, Anuj Srivastava
Ann. Appl. Stat. 16 (2), 1130-1150, (June 2022) DOI: 10.1214/21-AOAS1536
KEYWORDS: statistical shape analysis, Graph matching, brain artery network, graph shape PCA
Shixiang Zhu, Yao Xie
Ann. Appl. Stat. 16 (2), 1151-1170, (June 2022) DOI: 10.1214/21-AOAS1538
KEYWORDS: Hawkes processes with marks, crime linkage detection, Variable selection
Jing Wu, Owen G. Ward, James Curley, Tian Zheng
Ann. Appl. Stat. 16 (2), 1171-1190, (June 2022) DOI: 10.1214/21-AOAS1539
KEYWORDS: Social interaction dynamics, Self-exciting processes, heterogeneous point processes, latent Markov processes, Bayesian inference
Tianhao Wang, Lei Yu, Sue E. Leurgans, Robert S. Wilson, David A. Bennett, Patricia A. Boyle
Ann. Appl. Stat. 16 (2), 1191-1214, (June 2022) DOI: 10.1214/21-AOAS1542
KEYWORDS: Cohort study, functional mixed-effects model, latent classes, mixture Gaussian processes, penalized B-splines, ROSMAP studies
Sydney Kahmann, Erin Hartman, Jorja Leap, P. Jeffrey Brantingham
Ann. Appl. Stat. 16 (2), 1215-1235, (June 2022) DOI: 10.1214/21-AOAS1543
KEYWORDS: Gang violence, community policing, time-series cross-sectional data, augmented synthetic control method, policy evaluation, Causal inference
Alon Kipnis
Ann. Appl. Stat. 16 (2), 1236-1252, (June 2022) DOI: 10.1214/21-AOAS1544
KEYWORDS: higher criticism, two-sample testing, nonparametric methods, unsupervised learning, Feature selection, authorship attribution
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