VOL. 12 · NO. 3 | September 2018
 
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Ann. Appl. Stat. 12 (3), (September 2018)
No abstract available
Ann. Appl. Stat. 12 (3), (September 2018)
No abstract available
Articles
Alexander M. Franks, Florian Markowetz, Edoardo M. Airoldi
Ann. Appl. Stat. 12 (3), 1361-1384, (September 2018) DOI: 10.1214/16-AOAS915
KEYWORDS: Multi-level modeling, statistical network analysis, Bayesian inference, regulation and signaling dynamics
Adam Duncan, Eric Klassen, Anuj Srivastava
Ann. Appl. Stat. 12 (3), 1385-1421, (September 2018) DOI: 10.1214/17-AOAS1107
KEYWORDS: Neuron morphology, elastic shape analysis, tree registration, neuron deformation, tree geodesics
Michelle F. Miranda, Hongtu Zhu, Joseph G. Ibrahim
Ann. Appl. Stat. 12 (3), 1422-1450, (September 2018) DOI: 10.1214/17-AOAS1116
KEYWORDS: Bayesian hierarchical model, big data, MCMC, tensor decomposition, tensor regression
Daniel W. Adrian, Ranjan Maitra, Daniel B. Rowe
Ann. Appl. Stat. 12 (3), 1451-1478, (September 2018) DOI: 10.1214/17-AOAS1117
KEYWORDS: Area under the ROC curve, contrast-to-noise ratio, finger-tapping motor experiment, hemodynamic response function, Kronecker product, neurosurgical planning guide, phase information, signal-to-noise ratio, structured covariance matrix
Samuel D. Pimentel, Lindsay C. Page, Matthew Lenard, Luke Keele
Ann. Appl. Stat. 12 (3), 1479-1505, (September 2018) DOI: 10.1214/17-AOAS1118
KEYWORDS: Causal inference, hierarchical/multilevel data, observational study, optimal matching
Yuan Wang, Hernando Ombao, Moo K. Chung
Ann. Appl. Stat. 12 (3), 1506-1534, (September 2018) DOI: 10.1214/17-AOAS1119
KEYWORDS: Persistence landscape, Persistent homology, weighted Fourier series, electroencephalogram, Epilepsy
Yen-Tsung Huang
Ann. Appl. Stat. 12 (3), 1535-1557, (September 2018) DOI: 10.1214/17-AOAS1120
KEYWORDS: Intersection-union test, joint significance test, mediation analyses, multivariate analyses, normal product distribution, path-specific effect
Xiaowei Wu, Ting Guan, Dajiang J. Liu, Luis G. León Novelo, Dipankar Bandyopadhyay
Ann. Appl. Stat. 12 (3), 1558-1582, (September 2018) DOI: 10.1214/17-AOAS1121
KEYWORDS: Genetic association test, burden test, kernel test, adaptive weight, complex genotypic correlation
Sebastian Weber, Andrew Gelman, Daniel Lee, Michael Betancourt, Aki Vehtari, Amy Racine-Poon
Ann. Appl. Stat. 12 (3), 1583-1604, (September 2018) DOI: 10.1214/17-AOAS1122
KEYWORDS: Meta-analysis, hierarchical modeling, Bayesian computation, pharmacometrics, Stan
Fangzheng Xie, Mingyuan Zhou, Yanxun Xu
Ann. Appl. Stat. 12 (3), 1605-1627, (September 2018) DOI: 10.1214/17-AOAS1123
KEYWORDS: Cancer genomics, Compound Poisson, Markov chain Monte Carlo, negative binomial, overdispersion
Samuel W. K. Wong, Jun S. Liu, S. C. Kou
Ann. Appl. Stat. 12 (3), 1628-1654, (September 2018) DOI: 10.1214/17-AOAS1124
KEYWORDS: Protein structure prediction, particle filter, structure refinement, energy optimization
Mar Rodríguez-Girondo, Perttu Salo, Tomasz Burzykowski, Markus Perola, Jeanine Houwing-Duistermaat, Bart Mertens
Ann. Appl. Stat. 12 (3), 1655-1678, (September 2018) DOI: 10.1214/17-AOAS1125
KEYWORDS: Added predictive ability, double cross-validation, regularized regression, multiple omics sets
Alessandro Chiarucci, Rosa Maria Di Biase, Lorenzo Fattorini, Marzia Marcheselli, Caterina Pisani
Ann. Appl. Stat. 12 (3), 1679-1699, (September 2018) DOI: 10.1214/17-AOAS1126
KEYWORDS: Difference estimator, probabilistic sampling, purposive survey, supporting list, simulation
Gen Li, Irina Gaynanova
Ann. Appl. Stat. 12 (3), 1700-1726, (September 2018) DOI: 10.1214/17-AOAS1127
KEYWORDS: exponential family, inter-battery factor analysis, joint and individual structure, matrix decomposition, generalized linear model, association coefficient
Ying Ding, Ying Grace Li, Yushi Liu, Stephen J. Ruberg, Jason C. Hsu
Ann. Appl. Stat. 12 (3), 1727-1748, (September 2018) DOI: 10.1214/17-AOAS1128
KEYWORDS: multiple testing, simultaneous confidence intervals, SNP, tailored drug development, treatment efficacy
Xiangyu Luo, Yingying Wei
Ann. Appl. Stat. 12 (3), 1749-1772, (September 2018) DOI: 10.1214/17-AOAS1129
KEYWORDS: Poisson graphical model, nonparametric Bayes, parallel Markov chain Monte Carlo, next generation sequencing
Jane M. Lange, Janet E. Cowan, Lawrence H. Klotz, Ruth Etzioni, Roman Gulati, Amy S. Leonardson, Daniel W. Lin, Lisa F. Newcomb, Bruce J. Trock, H. Ballentine Carter, Peter R. Carroll, Matthew R. Cooperberg
Ann. Appl. Stat. 12 (3), 1773-1795, (September 2018) DOI: 10.1214/17-AOAS1130
KEYWORDS: Hidden Markov model, multistate model, panel data, prostate cancer, active surveillance
Sylvia Frühwirth-Schnatter, Stefan Pittner, Andrea Weber, Rudolf Winter-Ebmer
Ann. Appl. Stat. 12 (3), 1796-1830, (September 2018) DOI: 10.1214/17-AOAS1132
KEYWORDS: Transition data, Markov chain Monte Carlo, multinomial logit, panel data, Inhomogeneous Markov chains
Zhichao Jiang, Peng Ding
Ann. Appl. Stat. 12 (3), 1831-1852, (September 2018) DOI: 10.1214/17-AOAS1133
KEYWORDS: longitudinal data, partial identification, sensitivity analysis, sharp bound, testable condition
Yicheng Cheng, Murat Dundar, George Mohler
Ann. Appl. Stat. 12 (3), 1853-1870, (September 2018) DOI: 10.1214/18-AOAS1134
KEYWORDS: Infinite Gaussian mixture model, epidemic-type aftershock sequence, point process
Denis Agniel, Wen Xie, Myron Essex, Tianxi Cai
Ann. Appl. Stat. 12 (3), 1871-1893, (September 2018) DOI: 10.1214/18-AOAS1135
KEYWORDS: Genomic association studies, HIV disease progression, functional principal component analysis, longitudinal data, mixed effects models, variance component testing
Anders Ellern Bilgrau, Rasmus Froberg Brøndum, Poul Svante Eriksen, Karen Dybkær, Martin Bøgsted
Ann. Appl. Stat. 12 (3), 1894-1913, (September 2018) DOI: 10.1214/18-AOAS1136
KEYWORDS: Covariance estimation, precision estimation, integrative analysis, Meta-analysis, network analysis
Yebin Tao, Lu Wang, Daniel Almirall
Ann. Appl. Stat. 12 (3), 1914-1938, (September 2018) DOI: 10.1214/18-AOAS1137
KEYWORDS: Multi-stage decision-making, Personalized medicine, ‎classification‎, backward induction, decision tree
Shirin Golchi, Richard Lockhart
Ann. Appl. Stat. 12 (3), 1939-1968, (September 2018) DOI: 10.1214/18-AOAS1138
KEYWORDS: Bayes rule, decision set, Higgs boson, linear loss function, sequential Monte Carlo
Ray S. W. Chung, Amanda M. Y. Chu, Mike K. P. So
Ann. Appl. Stat. 12 (3), 1969-1992, (September 2018) DOI: 10.1214/18-AOAS1139
KEYWORDS: Causal modeling, Markov chain Monte Carlo, quasi-likelihood, sensitive responses, shrinkage estimation of covariance matrix, unrelated question design
Lam Si Tung Ho, Forrest W. Crawford, Marc A. Suchard
Ann. Appl. Stat. 12 (3), 1993-2021, (September 2018) DOI: 10.1214/18-AOAS1141
KEYWORDS: Epidemic model, multivariate birth process, infectious disease, transition probabilities, Ebola
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