VOL. 18 · NO. 1 | March 2024
 
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Frontmatter
Ann. Appl. Stat. 18 (1), (March 2024)
No abstract available
Ann. Appl. Stat. 18 (1), (March 2024)
No abstract available
Articles
Xinlei Mi, William Bekerman, Anil K. Rustgi, Peter A. Sims, Peter D. Canoll, Jianhua Hu
Ann. Appl. Stat. 18 (1), 1-22, (March 2024) DOI: 10.1214/23-AOAS1761
KEYWORDS: Single cell, mixture model, clustering, batch effect, Dropout
Jiachen Zhang, Paola Crippa, Marc G. Genton, Stefano Castruccio
Ann. Appl. Stat. 18 (1), 23-41, (March 2024) DOI: 10.1214/23-AOAS1770
KEYWORDS: Bayesian hierarchical model, Stochastic partial differential equation, Functional ANOVA, wind energy
Etor Arza, Josu Ceberio, Ekhiñe Irurozki, Aritz Pérez
Ann. Appl. Stat. 18 (1), 42-62, (March 2024) DOI: 10.1214/23-AOAS1778
KEYWORDS: algorithms, optimization, benchmarking, statistical tests
Chongliang Luo, Rui Duan, Mackenzie Edmondson, Jiasheng Shi, Mitchell Maltenfort, Jeffrey S. Morris, Christopher B. Forrest, Rebecca Hubbard, Yong Chen
Ann. Appl. Stat. 18 (1), 63-79, (March 2024) DOI: 10.1214/23-AOAS1779
KEYWORDS: Distributed research network, heterogeneity-aware distributed algorithms, noniterative distributed algorithm, Privacy-preserving, real-world evidence
Danyi Xiong, Seongoh Park, Johan Lim, Tao Wang, Xinlei Wang
Ann. Appl. Stat. 18 (1), 80-99, (March 2024) DOI: 10.1214/23-AOAS1780
KEYWORDS: Binary classification, Bayesian inference, Gibbs sampling, primary instance, Weakly supervised learning
Seungyong Hwang, Thomas C. M. Lee, Debashis Paul, Jie Peng
Ann. Appl. Stat. 18 (1), 100-124, (March 2024) DOI: 10.1214/23-AOAS1781
KEYWORDS: neuroimaging, tractography, spherical convolution, James–Stein estimator
Yiwen Zhang, Ran Dai, Ying Huang, Ross Prentice, Cheng Zheng
Ann. Appl. Stat. 18 (1), 125-143, (March 2024) DOI: 10.1214/23-AOAS1782
KEYWORDS: measurement error, regression calibration, feeding study, biomarker, cardiovascular disease
Mengque Liu, Xinyan Fan, Shuangge Ma
Ann. Appl. Stat. 18 (1), 144-158, (March 2024) DOI: 10.1214/23-AOAS1783
KEYWORDS: Cancer, cooccurrence network, online health community, quantitative linguistic analysis, smooth latent space model
Jieyu Chen, Tim Janke, Florian Steinke, Sebastian Lerch
Ann. Appl. Stat. 18 (1), 159-183, (March 2024) DOI: 10.1214/23-AOAS1784 Open Access
KEYWORDS: Generative machine learning, ensemble postprocessing, multivariate postprocessing, probabilistic forecasting, weather forecasting
Jie Hu, Yu Chen, Chenlei Leng, Cheng Yong Tang
Ann. Appl. Stat. 18 (1), 184-198, (March 2024) DOI: 10.1214/23-AOAS1785
KEYWORDS: Correlogram, correlated data analysis, Correlation matrix, generalized z-transformation, regression modeling, testing correlation structures
William Caballero, Jake Cooley, David Banks, Phillip Jenkins
Ann. Appl. Stat. 18 (1), 199-223, (March 2024) DOI: 10.1214/23-AOAS1786
KEYWORDS: Adversarial risk analysis, Behavioral game theory, multiarm bandits, repeated games
Yaoming Zhen, Junhui Wang
Ann. Appl. Stat. 18 (1), 224-245, (March 2024) DOI: 10.1214/23-AOAS1787
KEYWORDS: Causal inference, imputation, informative missing, latent factor, tensor decomposition
Siddharth Roy, Anindya Roy, Megan A. Clarke, Ana Gradissimo, Robert D. Burk, Nicolas Wentzensen, Paul S. Albert, Danping Liu
Ann. Appl. Stat. 18 (1), 246-265, (March 2024) DOI: 10.1214/23-AOAS1788
KEYWORDS: Cervical precancer, dynamic risk prediction, joint model, longitudinal biomarkers, shared random effects
Anastasia Mantziou, Simón Lunagómez, Robin Mitra
Ann. Appl. Stat. 18 (1), 266-302, (March 2024) DOI: 10.1214/23-AOAS1789
KEYWORDS: Bayesian models, clustering, Mixture models, populations of network data, object data analysis
Michael Bertolacci, Andrew Zammit-Mangion, Andrew Schuh, Beata Bukosa, Jenny A. Fisher, Yi Cao, Aleya Kaushik, Noel Cressie
Ann. Appl. Stat. 18 (1), 303-327, (March 2024) DOI: 10.1214/23-AOAS1790
KEYWORDS: Carbon cycle, hierarchical, Bayesian, flux inversion, carbon dioxide
Zeda Li, Yu (Ryan) Yue, Scott A. Bruce
Ann. Appl. Stat. 18 (1), 328-349, (March 2024) DOI: 10.1214/23-AOAS1791
KEYWORDS: integrated nested Laplace approximations, locally stationary ANOPOW Cramér spectral representation, pupil diameter time series, replicated nonstationary time series, spectral analysis
Xinyuan Chen, Michael O. Harhay, Guangyu Tong, Fan Li
Ann. Appl. Stat. 18 (1), 350-374, (March 2024) DOI: 10.1214/23-AOAS1792 Open Access
KEYWORDS: Acute lung injury, Bayesian additive regression trees, Causal inference, heterogeneity of treatment effects, Principal stratification, truncation by death
Daphne H. Liu, Adrian E. Raftery
Ann. Appl. Stat. 18 (1), 375-403, (March 2024) DOI: 10.1214/23-AOAS1793 Open Access
KEYWORDS: Bayesian hierarchical model, fertility, sustainable development goals
Myungsoo Yoo, Christopher K. Wikle
Ann. Appl. Stat. 18 (1), 404-423, (March 2024) DOI: 10.1214/23-AOAS1794
KEYWORDS: Wildfire, signed distance function, Boundary, level set method
Tao Ma, Fang Yao, Zhou Zhou
Ann. Appl. Stat. 18 (1), 424-444, (March 2024) DOI: 10.1214/23-AOAS1795
KEYWORDS: Matrix-variate factor model, functional principal component, network-level traffic flow prediction, functional time series, functional neural network, functional varying coefficient
Snigdha Panigrahi, Natasha Stewart, Chandra Sripada, Elizaveta Levina
Ann. Appl. Stat. 18 (1), 445-467, (March 2024) DOI: 10.1214/23-AOAS1796
KEYWORDS: multitask learning, multilevel lasso, joint sparsity, postselection inference, selective inference, neuroimaging, fMRI data
Zikai Lin, Yajuan Si, Jian Kang
Ann. Appl. Stat. 18 (1), 468-486, (March 2024) DOI: 10.1214/23-AOAS1797
KEYWORDS: Voxelwise spatial correlation, image-on-scalar regression, subgroup identification, stochastic expectation maximization
Gang Xu, Amei Amei, Weimiao Wu, Yunqing Liu, Linchuan Shen, Edwin C. Oh, Zuoheng Wang
Ann. Appl. Stat. 18 (1), 487-505, (March 2024) DOI: 10.1214/23-AOAS1798 Open Access
KEYWORDS: genome-wide association study, varying coefficient model, Generalized linear mixed model, time-varying genetic effect, model misspecification
Susanne Dandl, Christian Haslinger, Torsten Hothorn, Heidi Seibold, Erik Sverdrup, Stefan Wager, Achim Zeileis
Ann. Appl. Stat. 18 (1), 506-528, (March 2024) DOI: 10.1214/23-AOAS1799 Open Access
KEYWORDS: Causal forests, heterogeneous treatment effects, observational data, Personalized medicine, postpartum hemorrhage, Random forest
Andrea Gilardi, Riccardo Borgoni, Jorge Mateu
Ann. Appl. Stat. 18 (1), 529-554, (March 2024) DOI: 10.1214/23-AOAS1800
KEYWORDS: Emergency interventions, linear networks, nonparametric methods, point patterns on linear networks, spatial networks, spatiotemporal data
Beatrice Franzolini, Alexandros Beskos, Maria De Iorio, Warrick Poklewski Koziell, Karolina Grzeszkiewicz
Ann. Appl. Stat. 18 (1), 555-584, (March 2024) DOI: 10.1214/23-AOAS1801
KEYWORDS: Coronavirus pandemic, graphical models, industry portoflios, particle filter, precision matrix, stochastic volatility
David R. Bell, Olivier Ledoit, Michael Wolf
Ann. Appl. Stat. 18 (1), 585-599, (March 2024) DOI: 10.1214/23-AOAS1802 Open Access
KEYWORDS: Flat Earth, flight times, nonlinear least squares, ‎trigonometry
Xiulin Xie, Nicole Qian, Peihua Qiu
Ann. Appl. Stat. 18 (1), 600-625, (March 2024) DOI: 10.1214/23-AOAS1803
KEYWORDS: Air pollution surveillance, dynamic processes, High-dimensional data, Principal Component Analysis, seasonality, self-starting charts
Xuesong Hou, Qing Mai, Hui Zou
Ann. Appl. Stat. 18 (1), 626-641, (March 2024) DOI: 10.1214/23-AOAS1804
KEYWORDS: Sensor arrays, tensor data classification, tensor normal mixtures
Yunan Gao, Daniel R. Kowal
Ann. Appl. Stat. 18 (1), 642-663, (March 2024) DOI: 10.1214/23-AOAS1805
KEYWORDS: decision analysis, Functional data analysis, Nonparametric regression, shrinkage, Spline
Mengli Xiao, Haitao Chu, James S. Hodges, Lifeng Lin
Ann. Appl. Stat. 18 (1), 664-682, (March 2024) DOI: 10.1214/23-AOAS1806
KEYWORDS: Externally standardized residual, Heterogeneity, replicability, statistical power, systematic review, Meta-analysis
Katherine R. McLaughlin, Lisa G. Johnston, Xhevat Jakupi, Dafina Gexha-Bunjaku, Edona Deva, Mark S. Handcock
Ann. Appl. Stat. 18 (1), 683-703, (March 2024) DOI: 10.1214/23-AOAS1807
KEYWORDS: heaped data, hidden population, measurement error model, model-based survey sampling, network sampling
Ting Li, Yang Yu, J. S. Marron, Hongtu Zhu
Ann. Appl. Stat. 18 (1), 704-728, (March 2024) DOI: 10.1214/23-AOAS1808 Open Access
KEYWORDS: Clinical, Genetics, imaging, nonasymptotic error bounds, partially functional linear regression, Sparsity
Nicholas Hartman, Joseph M. Messana, Jian Kang, Abhijit S. Naik, Tempie H. Shearon, Kevin He
Ann. Appl. Stat. 18 (1), 729-748, (March 2024) DOI: 10.1214/23-AOAS1809
KEYWORDS: empirical null, end-stage renal disease, provider profiling, unmeasured confounders
Nathan C. Hara, Thibault de Poyferré, Jean-Baptiste Delisle, Marc Hoffmann
Ann. Appl. Stat. 18 (1), 749-769, (March 2024) DOI: 10.1214/23-AOAS1810
KEYWORDS: Exoplanets, Bayesian, False discovery rate, decision theory, maximum utility
Hana Lee, Yumou Qiu, Alicia Carriquiry, Danica Ommen
Ann. Appl. Stat. 18 (1), 770-793, (March 2024) DOI: 10.1214/23-AOAS1812
KEYWORDS: ‎classification‎, Forensic science, likelihood ratio, Matching, optimal decision rule
J. Brandon Carter, Christopher R. Browning, Bethany Boettner, Nicolo Pinchak, Catherine A. Calder
Ann. Appl. Stat. 18 (1), 794-818, (March 2024) DOI: 10.1214/23-AOAS1813
KEYWORDS: Bayesian statistics, Data augmentation, dimension expansion, nonstationarity, sociology, spatial statistics
Jincheng Shen, Joel Schwartz, Andrea A. Baccarelli, Xihong Lin
Ann. Appl. Stat. 18 (1), 819-840, (March 2024) DOI: 10.1214/23-AOAS1814
KEYWORDS: DNA methylation, difference method, Hypothesis testing, kernel machine regression, mediation effects, multiple mediators, semiparametric regression
X. Jessie Jeng, Yifei Hu, Quan Sun, Yun Li
Ann. Appl. Stat. 18 (1), 841-857, (March 2024) DOI: 10.1214/23-AOAS1815
KEYWORDS: Arbitrary covariance dependence, false negative control, underpowered GWAS, High-dimensional data, user-adaptive method
Alan J. Aw, Jeffrey P. Spence, Yun S. Song
Ann. Appl. Stat. 18 (1), 858-881, (March 2024) DOI: 10.1214/23-AOAS1817
KEYWORDS: exchangeability, feature independence, Nonparametric test, population stratification, LD splitting
Jiehuan Sun, Katherine P. Liao, Tianxi Cai
Ann. Appl. Stat. 18 (1), 882-898, (March 2024) DOI: 10.1214/23-AOAS1818
KEYWORDS: electronic health records, group lasso, Hawkes process, healthcare delivery network, random effects selection
Correction
Jonathan Koh, François Pimont, Jean-Luc Dupuy, Thomas Opitz
Ann. Appl. Stat. 18 (1), 899-903, (March 2024) DOI: 10.1214/23-AOAS1861 Open Access
No abstract available
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