VOL. 13 · NO. 1 | March 2019
Ann. Appl. Stat. 13 (1), (March 2019) Open Access
No abstract available
Ann. Appl. Stat. 13 (1), (March 2019) Open Access
No abstract available
Eugene Katsevich, Chiara Sabatti
Ann. Appl. Stat. 13 (1), 1-33, (March 2019) DOI: 10.1214/18-AOAS1185 Open Access
KEYWORDS: Variable selection, false discovery rate (FDR), group FDR, knockoff filter, $p$-filter, genomewide association study (GWAS), multiresolution
Debbie J. Dupuis, Luca Trapin
Ann. Appl. Stat. 13 (1), 34-59, (March 2019) DOI: 10.1214/18-AOAS1183 Open Access
KEYWORDS: threshold exceedances, hierarchical models, trawl process, change point
Yen-Tsung Huang
Ann. Appl. Stat. 13 (1), 60-84, (March 2019) DOI: 10.1214/18-AOAS1181 Open Access
KEYWORDS: Composite null hypothesis, epigenomics, joint significance test, mediation analysis, normal product distribution
Lu Wang, Zhengwu Zhang, David Dunson
Ann. Appl. Stat. 13 (1), 85-112, (March 2019) DOI: 10.1214/18-AOAS1193 Open Access
KEYWORDS: Binary networks, multiple graphs, penalized logistic regression, random effects, spectral embedding
Lu Tian, Yi Liu, Andrew Z. Fire, Scott D. Boyd, Richard A. Olshen
Ann. Appl. Stat. 13 (1), 113-131, (March 2019) DOI: 10.1214/18-AOAS1197 Open Access
KEYWORDS: Clonality, V(D)J rearrangements, richness, jackknife
Tianxi Li, Elizaveta Levina, Ji Zhu
Ann. Appl. Stat. 13 (1), 132-164, (March 2019) DOI: 10.1214/18-AOAS1205 Open Access
KEYWORDS: Network cohesion, prediction, regression
Mark D. Risser, Catherine A. Calder, Veronica J. Berrocal, Candace Berrett
Ann. Appl. Stat. 13 (1), 165-188, (March 2019) DOI: 10.1214/18-AOAS1204 Open Access
KEYWORDS: Gaussian process, spatial clustering, model averaging, soil carbon, spatial regression
James E. Johndrow, Kristian Lum
Ann. Appl. Stat. 13 (1), 189-220, (March 2019) DOI: 10.1214/18-AOAS1201 Open Access
KEYWORDS: Algorithmic fairness, criminal justice, neutral predictions, racial bias, recidivism, risk assessment, selection bias
Juhee Lee, Peter F. Thall, Steven H. Lin
Ann. Appl. Stat. 13 (1), 221-247, (March 2019) DOI: 10.1214/18-AOAS1182 Open Access
KEYWORDS: Accelerated failure time, Bayesian nonparametrics, chemoradiation, Dirichlet process, esophageal cancer, joint model, nonhomogeneous point process
Micol Marchetti-Bowick, Yaoliang Yu, Wei Wu, Eric P. Xing
Ann. Appl. Stat. 13 (1), 248-270, (March 2019) DOI: 10.1214/18-AOAS1186 Open Access
KEYWORDS: eQTL mapping, gene network estimation, structured sparsity, multiple-output regression, covariance selection
Deborah Kunkel, Kevin Potter, Peter F. Craigmile, Mario Peruggia, Trisha Van Zandt
Ann. Appl. Stat. 13 (1), 271-296, (March 2019) DOI: 10.1214/18-AOAS1192 Open Access
KEYWORDS: Cognitive modeling, inverse Gaussian distribution, Gaussian diffusion, harmonic regression, predictive diagnostics
Jonggyu Baek, Bin Zhu, Peter X. K. Song
Ann. Appl. Stat. 13 (1), 297-320, (March 2019) DOI: 10.1214/18-AOAS1199 Open Access
KEYWORDS: Body mass index, Markov chain Monte Carlo (MCMC), Ornstein–Uhlenbeck process, prenatal exposure, semiparametric stochastic velocity model
Xiaoyue Niu, Peter D. Hoff
Ann. Appl. Stat. 13 (1), 321-339, (March 2019) DOI: 10.1214/18-AOAS1187 Open Access
KEYWORDS: heterogeneous population, reference range, covariance regression, NHANES
Zhiguang Huo, Chi Song, George Tseng
Ann. Appl. Stat. 13 (1), 340-366, (March 2019) DOI: 10.1214/18-AOAS1188 Open Access
KEYWORDS: Transcriptomic differential analysis, Meta-analysis, Bayesian hierarchical model, Dirichlet process
Fiona Steele, Paul S. Clarke, Jouni Kuha
Ann. Appl. Stat. 13 (1), 367-392, (March 2019) DOI: 10.1214/18-AOAS1189 Open Access
KEYWORDS: Household effects, household correlation, longitudinal households, homophily, multiple membership multilevel model, marginal model, generalised estimating equations
Alexander Petersen, Sean Deoni, Hans-Georg Müller
Ann. Appl. Stat. 13 (1), 393-419, (March 2019) DOI: 10.1214/18-AOAS1195 Open Access
KEYWORDS: Myelination, neurocognitive development, MRI, Covariance, correlation analysis, time dynamics, random objects, local smoothing
Adam C. Sales, John F. Pane
Ann. Appl. Stat. 13 (1), 420-443, (March 2019) DOI: 10.1214/18-AOAS1196 Open Access
KEYWORDS: Causal inference, Principal stratification, item response theory, latent variables, Bayesian, educational technology
Farhad Shokoohi, Abbas Khalili, Masoud Asgharian, Shili Lin
Ann. Appl. Stat. 13 (1), 444-465, (March 2019) DOI: 10.1214/18-AOAS1198 Open Access
KEYWORDS: DNA methylation, ovarian cancer, finite mixture of AFT model, penalized regression, right censoring
Chenyang Gu, Roee Gutman
Ann. Appl. Stat. 13 (1), 466-491, (March 2019) DOI: 10.1214/18-AOAS1202 Open Access
KEYWORDS: Data augmentation, EM algorithm, missing data, nested multiple imputation, multivariate ordinal probit model, slice sampler
Marta Crispino, Elja Arjas, Valeria Vitelli, Natasha Barrett, Arnoldo Frigessi
Ann. Appl. Stat. 13 (1), 492-519, (March 2019) DOI: 10.1214/18-AOAS1203 Open Access
KEYWORDS: Nontransitive pairwise comparisons, ranking, Mallows model, Bayesian preference learning, recommender systems, musicology, acousmatic experiment
Xiao Wu, Danielle Braun, Marianthi-Anna Kioumourtzoglou, Christine Choirat, Qian Di, Francesca Dominici
Ann. Appl. Stat. 13 (1), 520-547, (March 2019) DOI: 10.1214/18-AOAS1206 Open Access
KEYWORDS: measurement error, generalized propensity scores, observational study, Air pollution, environmental epidemiology, Causal inference
Moritz Berger, Michael Wagner, Matthias Schmid
Ann. Appl. Stat. 13 (1), 548-572, (March 2019) DOI: 10.1214/18-AOAS1207 Open Access
KEYWORDS: Biomarker ratio, gamma distribution, generalized beta distribution of the second kind, generalized linear model, regression
Chris Glynn, Emily B. Fox
Ann. Appl. Stat. 13 (1), 573-605, (March 2019) DOI: 10.1214/18-AOAS1200 Open Access
KEYWORDS: Homelessness, housing costs, missing data, State-space
Yang Li, Shaoyang Ning, Sarah E. Calvo, Vamsi K. Mootha, Jun S. Liu
Ann. Appl. Stat. 13 (1), 606-637, (March 2019) DOI: 10.1214/18-AOAS1208 Open Access
KEYWORDS: Co-evolution, Dirichlet process mixture model, evolutionary history, gene function prediction, tree-structured hidden Markov model
Boris P. Hejblum, Chariff Alkhassim, Raphael Gottardo, François Caron, Rodolphe Thiébaut
Ann. Appl. Stat. 13 (1), 638-660, (March 2019) DOI: 10.1214/18-AOAS1209 Open Access
KEYWORDS: Automatic gating, Bayesian nonparametrics, Dirichlet process, flow cytometry, HIV, mixture model, skew $t$-distribution
Michael B. Sohn, Hongzhe Li
Ann. Appl. Stat. 13 (1), 661-681, (March 2019) DOI: 10.1214/18-AOAS1210 Open Access
KEYWORDS: Compositional algebra, 16S sequencing, causal mediation effect, simplex space
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