VOL. 17 · NO. 4 | December 2023
Ann. Appl. Stat. 17 (4), (December 2023)
No abstract available
Ann. Appl. Stat. 17 (4), (December 2023)
No abstract available
Chengchun Shi, Runzhe Wan, Ge Song, Shikai Luo, Hongtu Zhu, Rui Song
Ann. Appl. Stat. 17 (4), 2701-2722, (December 2023) DOI: 10.1214/22-AOAS1700
KEYWORDS: Multiagent system, reinforcement learning, spatiotemporal studies, policy evaluation
Rob Trangucci, Yang Chen, Jon Zelner
Ann. Appl. Stat. 17 (4), 2723-2758, (December 2023) DOI: 10.1214/22-AOAS1711
KEYWORDS: missing data, NMAR, surveillance data, categorical covariates
Purvasha Chakravarti, Mikael Kuusela, Jing Lei, Larry Wasserman
Ann. Appl. Stat. 17 (4), 2759-2795, (December 2023) DOI: 10.1214/22-AOAS1722
KEYWORDS: Collective anomaly detection, active subspace, mixture proportion estimation, signal strength estimation, likelihood ratio test, high-dimensional two-sample testing, Large Hadron Collider
Mohamad Elmasri, Aurélie Labbe, Denis Larocque, Laurent Charlin
Ann. Appl. Stat. 17 (4), 2796-2820, (December 2023) DOI: 10.1214/23-AOAS1737
KEYWORDS: central limit theorem, mixing sequence, dynamical systems, prediction intervals, distribution of travel time
Xiaochen Zhu, Martin Slawski, Liansheng Tang
Ann. Appl. Stat. 17 (4), 2821-2842, (December 2023) DOI: 10.1214/23-AOAS1738
KEYWORDS: ROC regression, median regression, order constraint, heteroscedastic modeling, facial recognition
Eli Ben-Michael, Avi Feller, Jesse Rothstein
Ann. Appl. Stat. 17 (4), 2843-2864, (December 2023) DOI: 10.1214/23-AOAS1740
KEYWORDS: higher education, observational study, subgroup analysis, Balancing weights
Pierfrancesco Alaimo Di Loro, Marco Mingione, Jonah Lipsitt, Christina M. Batteate, Michael Jerrett, Sudipto Banerjee
Ann. Appl. Stat. 17 (4), 2865-2886, (December 2023) DOI: 10.1214/23-AOAS1742
KEYWORDS: Bayesian hierarchical models, Directed acyclic graph, Gaussian processes, physical activity, Sparsity, spatial-temporal statistics
Bangyao Zhao, Yuan Zhong, Jian Kang, Lili Zhao
Ann. Appl. Stat. 17 (4), 2887-2902, (December 2023) DOI: 10.1214/23-AOAS1743
KEYWORDS: Bayesian model, adverse event ontology, COVID-19 vaccine, Graphical model, negative control
Walter Dempsey
Ann. Appl. Stat. 17 (4), 2903-2923, (December 2023) DOI: 10.1214/23-AOAS1744
KEYWORDS: selection bias, measurement error, inverse-probability weighting, Doubly robust estimation, Covid-19
Siqi Xiang, Wan Zhang, Siyao Liu, Katherine A. Hoadley, Charles M. Perou, Kai Zhang, J. S. Marron
Ann. Appl. Stat. 17 (4), 2924-2943, (December 2023) DOI: 10.1214/23-AOAS1745
KEYWORDS: Binary expansion, genomic data, Nonlinear dependence, nonparametric dependence testing
Yue Wang, Ali Shojaie, Timothy Randolph, Parker Knight, Jing Ma
Ann. Appl. Stat. 17 (4), 2944-2969, (December 2023) DOI: 10.1214/23-AOAS1746
KEYWORDS: dimensionality reduction, high-dimensional inference, microbiome data, prediction, two-way structured data
Sai Li, Tianxi Cai, Rui Duan
Ann. Appl. Stat. 17 (4), 2970-2992, (December 2023) DOI: 10.1214/23-AOAS1747
KEYWORDS: Federated learning, health equity, Precision medicine, risk prediction, transfer learning
Elizabeth A. Sigworth, Samuel M. Rubinstein, Jeremy L. Warner, Yong Chen, Qingxia Chen
Ann. Appl. Stat. 17 (4), 2993-3012, (December 2023) DOI: 10.1214/23-AOAS1748 Open Access
KEYWORDS: Bayesian methods, dose toxo-equivalence, individual patient data meta-analysis, study-level meta-analysis
Thierry Chekouo, Francesco C. Stingo, Shariq Mohammed, Arvind Rao, Veerabhadran Baladandayuthapani
Ann. Appl. Stat. 17 (4), 3013-3034, (December 2023) DOI: 10.1214/23-AOAS1749
KEYWORDS: glioblastoma, Dirichlet regression, Bayesian hierarchical model, group selection, Overlap
Wei Jin, Yang Ni, Jane O’Halloran, Amanda B. Spence, Leah H. Rubin, Yanxun Xu
Ann. Appl. Stat. 17 (4), 3035-3055, (December 2023) DOI: 10.1214/23-AOAS1750
KEYWORDS: Antiretroviral therapy, multivariate Gaussian process, offline reinforcement learning, Precision medicine, uncertainty-penalized policy optimization
Claire Heffernan, Roger Peng, Drew R. Gentner, Kirsten Koehler, Abhirup Datta
Ann. Appl. Stat. 17 (4), 3056-3087, (December 2023) DOI: 10.1214/23-AOAS1751
KEYWORDS: spatial statistics, Gaussian process, Bayesian, Air pollution, low-cost sensors
Changqing Lu, Marie-Colette van Lieshout, Maurits de Graaf, Paul Visscher
Ann. Appl. Stat. 17 (4), 3088-3111, (December 2023) DOI: 10.1214/23-AOAS1752
KEYWORDS: Fire prediction, K-function, logistic regression estimation, pair correlation function, Poisson point process, spatiotemporal point pattern, variable importance
Ruth King, Blanca Sarzo, Víctor Elvira
Ann. Appl. Stat. 17 (4), 3112-3132, (December 2023) DOI: 10.1214/23-AOAS1753
KEYWORDS: capture–recapture, Cormack–Jolly–Seber model, importance sampling, individual heterogeneity, intractable likelihood, random effects
Agnese Marcelli, Rosa Maria Di Biase, Piermaria Corona, Stephen V. Stehman, Lorenzo Fattorini
Ann. Appl. Stat. 17 (4), 3133-3152, (December 2023) DOI: 10.1214/23-AOAS1754
KEYWORDS: spatial sampling, spatial interpolation, consistency, pseudo-population bootstrap, simulation, case studies
Duncan Lee
Ann. Appl. Stat. 17 (4), 3153-3172, (December 2023) DOI: 10.1214/23-AOAS1755
KEYWORDS: Bayesian inference, disease-risk modelling, edge-detection algorithms, spatially continuous inference
Tom Stindl, Feng Chen
Ann. Appl. Stat. 17 (4), 3173-3194, (December 2023) DOI: 10.1214/23-AOAS1756
KEYWORDS: point process, Renewal process, semiparametric, Self-exciting, seismology
Rui Xie, Shuyang Bai, Ping Ma
Ann. Appl. Stat. 17 (4), 3195-3215, (December 2023) DOI: 10.1214/23-AOAS1757
KEYWORDS: streaming data, sampling design, multidimensional time series, D-optimality
Jingjing Zou, Tuo Lin, Chongzhi Di, John Bellettiere, Marta M. Jankowska, Sheri J. Hartman, Dorothy D. Sears, Andrea Z. LaCroix, Cheryl L. Rock, Loki Natarajan
Ann. Appl. Stat. 17 (4), 3216-3240, (December 2023) DOI: 10.1214/23-AOAS1758
KEYWORDS: Activity trackers, Accelerometer, Functional data analysis, Riemann manifold, longitudinal analysis, functional principal component analysis
Mohamed A. Abba, Jonathan P. Williams, Brian J. Reich
Ann. Appl. Stat. 17 (4), 3241-3256, (December 2023) DOI: 10.1214/23-AOAS1759
KEYWORDS: Kullback–Leibler divergence, materials science, neural networks, variational Bayesian inference
Andrea Cappozzo, Francesca Ieva, Giovanni Fiorito
Ann. Appl. Stat. 17 (4), 3257-3282, (December 2023) DOI: 10.1214/23-AOAS1760
KEYWORDS: Mixed-effects models, multitask learning, EM algorithm, penalized estimation, multivariate regression, Personalized medicine
Bomin Kim, Xiaoyue Niu, David Hunter, Xun Cao
Ann. Appl. Stat. 17 (4), 3283-3299, (December 2023) DOI: 10.1214/23-AOAS1762
KEYWORDS: Latent space model, varying number of nodes, international policy
Cory McCartan, Kosuke Imai
Ann. Appl. Stat. 17 (4), 3300-3323, (December 2023) DOI: 10.1214/23-AOAS1763
KEYWORDS: Gerrymandering, graph partition, sequential Monte Carlo, Spanning trees
Yuru Zhu, Jia Gu, Yumou Qiu, Song Xi Chen
Ann. Appl. Stat. 17 (4), 3324-3348, (December 2023) DOI: 10.1214/23-AOAS1764
KEYWORDS: reproduction number, Scenario analysis, simulation-based estimation, Stochastic epidemic model, varying coefficient model
Frederic Schoenberg
Ann. Appl. Stat. 17 (4), 3349-3362, (December 2023) DOI: 10.1214/23-AOAS1765
KEYWORDS: Disease epidemics, Hawkes model, point process, Self-exciting
Juliette Legrand, Pierre Ailliot, Philippe Naveau, Nicolas Raillard
Ann. Appl. Stat. 17 (4), 3363-3383, (December 2023) DOI: 10.1214/23-AOAS1766
KEYWORDS: Bivariate extremes, multivariate generalised Pareto distribution, simulation of extremes, nonstationarity, extended generalised Pareto distribution, covariate effects, significant wave heights
Jacob M. Maronge, Jared D. Huling, Guanhua Chen
Ann. Appl. Stat. 17 (4), 3384-3402, (December 2023) DOI: 10.1214/23-AOAS1767
KEYWORDS: Individualized treatment rules, Precision medicine, reluctant additive models
Trevor Harris, Bo Li, Ryan Sriver
Ann. Appl. Stat. 17 (4), 3403-3425, (December 2023) DOI: 10.1214/23-AOAS1768
KEYWORDS: Multimodel ensembles, climate model integration, Gaussian process regression, deep learning
Keshav Motwani, Rhonda Bacher, Aaron J. Molstad
Ann. Appl. Stat. 17 (4), 3426-3449, (December 2023) DOI: 10.1214/23-AOAS1769
KEYWORDS: integrative analysis, Multinomial Logistic Regression, group lasso, nonconvex optimization, Single-cell genomics, cell-type annotation
Tianxi Li, Xiwei Tang, Ajay Chatrath
Ann. Appl. Stat. 17 (4), 3450-3475, (December 2023) DOI: 10.1214/23-AOAS1771
KEYWORDS: Differential correlation analysis, spectral methods, high-dimensional correlation matrices, gene coexpression
Jiaji Su, Zhigang Yao, Cheng Li, Ye Zhang
Ann. Appl. Stat. 17 (4), 3476-3499, (December 2023) DOI: 10.1214/23-AOAS1772
KEYWORDS: Liquid chromatography, adsorption isotherm, inverse problem, Bayesian sampling, Gaussian-mixture model
Eleanor D’Arcy, Jonathan A. Tawn, Amélie Joly, Dafni E. Sifnioti
Ann. Appl. Stat. 17 (4), 3500-3525, (December 2023) DOI: 10.1214/23-AOAS1773
KEYWORDS: Extreme sea-levels, generalised Pareto distribution, joint probabilities method, nonstationarity, skew-surge
Michael E. Sobel, Gregory J. Wawro, Sean Farhang
Ann. Appl. Stat. 17 (4), 3526-3549, (December 2023) DOI: 10.1214/23-AOAS1774
KEYWORDS: Causal inference, potential outcomes, unit feature comparison, average feature comparison, quantile feature comparison, U.S. Federal Courts, Bayesian hierarchical model
Lu Xia, Bin Nan, Yi Li
Ann. Appl. Stat. 17 (4), 3550-3569, (December 2023) DOI: 10.1214/23-AOAS1775
KEYWORDS: confidence intervals, diverging number of covariates, end-stage renal disease, graft failure free survival, statistical inference
Théo Michelot, Richard Glennie, Len Thomas, Nicola Quick, Catriona M. Harris
Ann. Appl. Stat. 17 (4), 3570-3588, (December 2023) DOI: 10.1214/23-AOAS1776
KEYWORDS: Stochastic differential equation, diffusion process, behavioural response study, beaked whale
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