VOL. 18 · NO. 3 | September 2024
 
VIEW ALL ABSTRACTS +
Frontmatter
Ann. Appl. Stat. 18 (3), (September 2024)
No abstract available
Ann. Appl. Stat. 18 (3), (September 2024)
No abstract available
Articles
Heejung Shim, Zhengrong Xing, Ester Pantaleo, Francesca Luca, Roger Pique-Regi, Matthew Stephens
Ann. Appl. Stat. 18 (3), 1773-1788, (September 2024) DOI: 10.1214/23-AOAS1828
KEYWORDS: Multiscale Poisson processes, Wavelets, differential expression analysis, high-throughput sequencing assays, high-resolution, Bayesian inference, functional data, count data, RNA-Seq, DNase-seq, ATAC-seq, chromatin accessibility
Yifan Li, Chunjie Wu, Wendong Li, Fugee Tsung, Jianhua Guo
Ann. Appl. Stat. 18 (3), 1789-1814, (September 2024) DOI: 10.1214/23-AOAS1845
KEYWORDS: Passenger flow surveillance, online monitoring, tensor data streams, tensor normal distribution, Model selection, Control chart
William Consagra, Martin Cole, Xing Qiu, Zhengwu Zhang
Ann. Appl. Stat. 18 (3), 1815-1839, (September 2024) DOI: 10.1214/23-AOAS1858
KEYWORDS: point process, Functional data analysis, structural connectivity, neuroimaging, high dimensional
Mykhaylo M. Malakhov, Ben Dai, Xiaotong T. Shen, Wei Pan
Ann. Appl. Stat. 18 (3), 1840-1857, (September 2024) DOI: 10.1214/23-AOAS1859
KEYWORDS: Differential regulation, gene expression, model selection test, penalized regression, transcriptome prediction
Guanghao Zhang, Lauren J. Beesley, Bhramar Mukherjee, Xu Shi
Ann. Appl. Stat. 18 (3), 1858-1878, (September 2024) DOI: 10.1214/23-AOAS1860
KEYWORDS: Auxiliary information, electronic health records, selection bias, study design, two-phase sampling
Peng Yang, Shawna M. Hubert, P. Andrew Futreal, Xingzhi Song, Jianhua Zhang, J. Jack Lee, Ignacio Wistuba, Ying Yuan, Jianjun Zhang, Ziyi Li
Ann. Appl. Stat. 18 (3), 1879-1898, (September 2024) DOI: 10.1214/23-AOAS1862
KEYWORDS: Bayesian hierarchical model, Deconvolution, intratumor heterogeneity, RNA-seq data, TRACERx
Camilla Lingjærde, Benjamin P. Fairfax, Sylvia Richardson, Hélène Ruffieux
Ann. Appl. Stat. 18 (3), 1899-1923, (September 2024) DOI: 10.1214/23-AOAS1863 Open Access
KEYWORDS: Bayesian graphical models, Cancer genomics, expectation conditional maximisation, gene networks, genomics, graphical horseshoe, horseshoe prior, high-dimensional inference, integrative analysis, multiomics, network models
Yuyang He, Xinyuan Song, Kai Kang
Ann. Appl. Stat. 18 (3), 1924-1946, (September 2024) DOI: 10.1214/23-AOAS1864
KEYWORDS: mixed membership model, longitudinal data, MCMC methods, survival data
Yujia Li, Peng Liu, Wenjia Wang, Wei Zong, Yusi Fang, Zhao Ren, Lu Tang, Juan C. Celedón, Steffi Oesterreich, George C. Tseng
Ann. Appl. Stat. 18 (3), 1947-1964, (September 2024) DOI: 10.1214/23-AOAS1865
KEYWORDS: Disease subtyping, omics data, high-dimensional cluster analysis, Generative model, weighted joint likelihood
Federico Pavone, Sirio Legramanti, Daniele Durante
Ann. Appl. Stat. 18 (3), 1965-1987, (September 2024) DOI: 10.1214/23-AOAS1866
KEYWORDS: B-spline, death rate, Kalman filter, mortality forecasting, nested Gaussian process
Seunghyun Lee, Yuqi Gu
Ann. Appl. Stat. 18 (3), 1988-2011, (September 2024) DOI: 10.1214/23-AOAS1867
KEYWORDS: Attribute hierarchy, Bayesian network, cognitive diagnostic model, directed graphical model, EM algorithm, Identifiability
Hyokyoung G. Hong, Barry I. Graubard, Joseph L. Gastwirth, Mi-Ok Kim
Ann. Appl. Stat. 18 (3), 2012-2033, (September 2024) DOI: 10.1214/23-AOAS1868
KEYWORDS: complex survey data, disparity decomposition, perturbation-based variance estimation, Peters–Belson, Quantile regression
Jonathan P. Williams, Gudmund H. Hermansen, Håvard Strand, Govinda Clayton, Håvard Mokleiv Nygård
Ann. Appl. Stat. 18 (3), 2034-2061, (September 2024) DOI: 10.1214/23-AOAS1869
KEYWORDS: state space model, multistate model, discrete-time Markov process, discrete-valued time series, count-valued time series
Zitong Zhang, Shizhe Chen
Ann. Appl. Stat. 18 (3), 2062-2079, (September 2024) DOI: 10.1214/23-AOAS1870 Open Access
KEYWORDS: Dynamic networks, Semiparametric estimation, shape invariant models, stochastic block models
Xiaoran Ma, Wensheng Guo, Mengyang Gu, Len Usvyat, Peter Kotanko, Yuedong Wang
Ann. Appl. Stat. 18 (3), 2080-2095, (September 2024) DOI: 10.1214/23-AOAS1871 Open Access
KEYWORDS: clustering, Coronavirus Disease 2019, Covid-19, EM algorithm, mixed-effects model, mixture model, SARS-CoV-2, severe acute respiratory syndrome coronavirus 2, Spline
Dae Woong Ham, Luke Miratrix
Ann. Appl. Stat. 18 (3), 2096-2122, (September 2024) DOI: 10.1214/24-AOAS1872
KEYWORDS: Comparative interrupted time series, bias-bias tradeoff, linear structural equation model, latent confounder, reliability
Minjeong Jeon, Michael Schweinberger
Ann. Appl. Stat. 18 (3), 2123-2146, (September 2024) DOI: 10.1214/24-AOAS1873
KEYWORDS: latent space models, measurement models, item response models
Bonnie E. Shook-Sa, Michael G. Hudgens, Andrea K. Knittel, Andrew Edmonds, Catalina Ramirez, Stephen R. Cole, Mardge Cohen, Adebola Adedimeji, Tonya Taylor, Katherine G. Michel, Andrea Kovacs, Jennifer Cohen, Jessica Donohue, Antonina Foster, Margaret A. Fischl, Dustin Long, Adaora A. Adimora
Ann. Appl. Stat. 18 (3), 2147-2165, (September 2024) DOI: 10.1214/24-AOAS1874
KEYWORDS: Data heaping, Doubly robust estimation, inverse probability weighting, overdispersion, parametric g-formula, zero-inflation
Wenyi Xie, Donglin Zeng, Yuanjia Wang
Ann. Appl. Stat. 18 (3), 2166-2186, (September 2024) DOI: 10.1214/24-AOAS1875
KEYWORDS: Cox model, Survival analysis, Dynamic prediction, Huntington’s disease, machine learning, ‎reproducing kernel Hilbert ‎space
Sean Kent, Menggang Yu
Ann. Appl. Stat. 18 (3), 2187-2206, (September 2024) DOI: 10.1214/24-AOAS1876
KEYWORDS: breast cancer, Support vector machines, weakly supervised, functional data
Didong Li, Andrew Jones, Barbara Engelhardt
Ann. Appl. Stat. 18 (3), 2207-2229, (September 2024) DOI: 10.1214/24-AOAS1877
KEYWORDS: High-dimensional data, contrastive model, probabilistic principal components analysis
Jeng-Min Chiou, Pai-Ling Li
Ann. Appl. Stat. 18 (3), 2230-2253, (September 2024) DOI: 10.1214/24-AOAS1878
KEYWORDS: derivatives, functional data, Karhunen–Loève representation, regression analysis, traffic congestion
Shaobo Li, Zhaohu Fan, Ivy Liu, Philip S. Morrison, Dungang Liu
Ann. Appl. Stat. 18 (3), 2254-2276, (September 2024) DOI: 10.1214/24-AOAS1879
KEYWORDS: covariate adjustment, COVID-19 pandemic, Kendall’s tau, mental health, moderation effect, partial correlation, surrogate residual
Wei Dai, Heping Zhang
Ann. Appl. Stat. 18 (3), 2277-2294, (September 2024) DOI: 10.1214/24-AOAS1880
KEYWORDS: mediation analysis, matrix mediators, imaging genetic, brain connectome
Richard Sizelove, Donglin Zeng, Dan-Yu Lin
Ann. Appl. Stat. 18 (3), 2295-2306, (September 2024) DOI: 10.1214/24-AOAS1881
KEYWORDS: Duration of exposure, intermediate event, nonparametric likelihood, proportional hazards, rectified linear unit, Semiparametric efficiency
Damon Bayer, Isaac H. Goldstein, Jonathan Fintzi, Keith Lumbard, Emily Ricotta, Sarah Warner, Jeffrey R Strich, Daniel S. Chertow, Lindsay M. Busch, Daniel M. Parker, Bernadette Boden-Albala, Richard Chhuon, Matthew Zahn, Nichole Quick, Alissa Dratch, Volodymyr M. Minin
Ann. Appl. Stat. 18 (3), 2307-2325, (September 2024) DOI: 10.1214/24-AOAS1882
KEYWORDS: epidemic models, SARS-CoV-2
Paloma Hauser, Xianming Tan, Fang Chen, Ronald C. Chen, Joseph G. Ibrahim
Ann. Appl. Stat. 18 (3), 2326-2341, (September 2024) DOI: 10.1214/24-AOAS1883
KEYWORDS: generalized linear mixed models, high-dimensional, longitudinal data, Markov chain Monte Carlo, low-rank approximation, patient-reported outcomes
Xin Wang, Jing Zhang
Ann. Appl. Stat. 18 (3), 2342-2358, (September 2024) DOI: 10.1214/24-AOAS1884 Open Access
KEYWORDS: Aquatic toxicity assessment, heterogeneous variance, linear mixed models, penalty functions
Joris Mulder, Peter D. Hoff
Ann. Appl. Stat. 18 (3), 2359-2381, (September 2024) DOI: 10.1214/24-AOAS1885 Open Access
KEYWORDS: relational data, multicast messages, Latent variable modeling
Feifei Wang, Shaodong Xu, Yichen Qin, Ye Shen, Yang Li
Ann. Appl. Stat. 18 (3), 2382-2402, (September 2024) DOI: 10.1214/24-AOAS1886
KEYWORDS: Customer segmentation, Davies–Bouldin Index (DBI), heterogeneity analysis, unsupervised learning, Variable selection
Ge Zhao, Yanyuan Ma, Huazhen Lin, Yi Li
Ann. Appl. Stat. 18 (3), 2403-2423, (September 2024) DOI: 10.1214/24-AOAS1887 Open Access
KEYWORDS: mean residual life, kidney transplant, semiparametric efficient estimator, nonparametric estimation
Huu-Dinh Huynh, Matthew Schofield, Wen-Han Hwang
Ann. Appl. Stat. 18 (3), 2424-2443, (September 2024) DOI: 10.1214/24-AOAS1888
KEYWORDS: N-mixture model, occupancy probability, zero-inflated model
Lu You, Falastin Salami, Carina Törn, Åke Lernmark, Roy Tamura
Ann. Appl. Stat. 18 (3), 2444-2461, (September 2024) DOI: 10.1214/24-AOAS1889
KEYWORDS: joint modeling, multistate model, spline regression model, type-1 diabetes
Yanzhao Wang, Haitao Liu, Jian Zou, Nalini Ravishanker
Ann. Appl. Stat. 18 (3), 2462-2485, (September 2024) DOI: 10.1214/24-AOAS1890
KEYWORDS: Bayesian hierarchical model, intraday multivariate financial count data, integrated nested Laplace approximation (INLA), level correlation model (LCM), correlated temporal effects
Jonathan Woody, Zhicong Zhao, Robert Lund, Tung-Lung Wu
Ann. Appl. Stat. 18 (3), 2486-2510, (September 2024) DOI: 10.1214/24-AOAS1891 Open Access
KEYWORDS: order statistics, Fraud detection, scan statistics, Data science, SNAP trafficking
Beniamino Hadj-Amar, Jack Jewson, Marina Vannucci
Ann. Appl. Stat. 18 (3), 2511-2531, (September 2024) DOI: 10.1214/24-AOAS1892
KEYWORDS: Hidden semi-Markov models, vector autoregressive, Sparsity, switching models, gesture phase segmentation
Jiaxin Shi, Fang Wang, Yuan Gao, Xiaojun Song, Hansheng Wang
Ann. Appl. Stat. 18 (3), 2532-2550, (September 2024) DOI: 10.1214/24-AOAS1893 Open Access
KEYWORDS: expectation-maximization algorithm, judicial impartiality, mixture conditional regression, naïve Bayes model, ultrahigh dimensional data
Yusha Liu, Peter Carbonetto, Michihiro Takahama, Adam Gruenbaum, Dongyue Xie, Nicolas Chevrier, Matthew Stephens
Ann. Appl. Stat. 18 (3), 2551-2575, (September 2024) DOI: 10.1214/24-AOAS1894
KEYWORDS: Poisson, multivariate count data, Empirical Bayes, variational inference, single-cell RNA sequencing, differential expression analysis
Chunyu Wang, Jiaming Shen, Christiana Charalambous, Jianxin Pan
Ann. Appl. Stat. 18 (3), 2576-2595, (September 2024) DOI: 10.1214/24-AOAS1896
KEYWORDS: variability, weighted cumulative effect, joint modelling, Spline, MRC trial
Yue Wang, Bin Nan, John D. Kalbfleisch
Ann. Appl. Stat. 18 (3), 2596-2614, (September 2024) DOI: 10.1214/24-AOAS1897
KEYWORDS: Bivariate varying-coefficient model, end-stage renal disease, kernel smoothing, kidney transplant, waiting list
Kai Qi, Guanyu Hu, Wei Wu
Ann. Appl. Stat. 18 (3), 2615-2634, (September 2024) DOI: 10.1214/24-AOAS1899
KEYWORDS: Basketball shot charts, Hypothesis testing, point pattern, Sports analytics
Fabian Krüger, Hendrik Plett
Ann. Appl. Stat. 18 (3), 2635-2655, (September 2024) DOI: 10.1214/24-AOAS1900 Open Access
KEYWORDS: Economic forecasting, prediction intervals
Fan Yang, Lin S. Chen, Shahram Oveisgharan, Dawood Darbar, David A. Bennett
Ann. Appl. Stat. 18 (3), 2656-2677, (September 2024) DOI: 10.1214/24-AOAS1901
KEYWORDS: integrative analysis, Mendelian randomization, causal mediation analysis
Back to Top