VOL. 11 · NO. 2 | June 2017
 
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Frontmatter
Ann. Appl. Stat. 11 (2), (June 2017)
No abstract available
Ann. Appl. Stat. 11 (2), (June 2017)
No abstract available
Articles
Shinichiro Shirota, Alan E. Gelfand
Ann. Appl. Stat. 11 (2), 481-503, (June 2017) DOI: 10.1214/16-AOAS960
KEYWORDS: Derived covariates, hierarchical model, marked point pattern, Markov chain Monte Carlo, separable and nonseparable covariance functions, wrapped circular variables
Sergio Venturini, Jessica M. Franklin, Laura Morlock, Francesca Dominici
Ann. Appl. Stat. 11 (2), 504-526, (June 2017) DOI: 10.1214/16-AOAS974
KEYWORDS: Bayesian hierarchical model, Empirical Bayes, data mining, spontaneous reporting
Abel Rodríguez, Ziwei Wang, Athanasios Kottas
Ann. Appl. Stat. 11 (2), 527-552, (June 2017) DOI: 10.1214/16-AOAS987
KEYWORDS: Dirichlet process mixture modeling, nonhomogeneous Poisson process, nonparametric Bayes, systematic risk
Lu Xin, Mu Zhu, Hugh Chipman
Ann. Appl. Stat. 11 (2), 553-597, (June 2017) DOI: 10.1214/16-AOAS993
KEYWORDS: clustering, transactional network, Markov chain, EM algorithm, Gibbs sampling, basketball analytics, Social network
Kamiar Rahnama Rad, Timothy A. Machado, Liam Paninski
Ann. Appl. Stat. 11 (2), 598-637, (June 2017) DOI: 10.1214/16-AOAS996
KEYWORDS: Computational neuroscience, scalability and robustness, Bayesian, posterior sampling, spatial statistics
Yingye Zheng, Marshall Brown, Anna Lok, Tianxi Cai
Ann. Appl. Stat. 11 (2), 638-654, (June 2017) DOI: 10.1214/16-AOAS997
KEYWORDS: biomarker, prediction accuracy, risk prediction, two-phase study
Madeleine Cule, Peter Donnelly
Ann. Appl. Stat. 11 (2), 655-679, (June 2017) DOI: 10.1214/16-AOAS1011
KEYWORDS: Stochastic modelling, Markov chain Monte Carlo, medicine
Yves Thibaudeau, Eric Slud, Alfred Gottschalck
Ann. Appl. Stat. 11 (2), 680-697, (June 2017) DOI: 10.1214/16-AOAS1012
KEYWORDS: Log-linear model, conditional probability, Horvitz–Thompson estimator, model calibration
Rafael Izbicki, Ann B. Lee, Peter E. Freeman
Ann. Appl. Stat. 11 (2), 698-724, (June 2017) DOI: 10.1214/16-AOAS1013
KEYWORDS: Density estimation, nonparametric statistics, selection bias, photometric redshift
Cedric E. Ginestet, Jun Li, Prakash Balachandran, Steven Rosenberg, Eric D. Kolaczyk
Ann. Appl. Stat. 11 (2), 725-750, (June 2017) DOI: 10.1214/16-AOAS1015
KEYWORDS: Fréchet mean, fMRI, graph Laplacian, Hypothesis testing, matrix manifold, network data, object data
David R. Hunter, Le Bao, Mary Poss
Ann. Appl. Stat. 11 (2), 751-770, (June 2017) DOI: 10.1214/16-AOAS1016
KEYWORDS: mixture model, negative binomial, read count data
Tao Wang, Hongyu Zhao
Ann. Appl. Stat. 11 (2), 771-791, (June 2017) DOI: 10.1214/16-AOAS1017
KEYWORDS: Compositional data analysis, Feature selection, homogeneity, log ratio transformations, penalized regression, phylogenetic tree, the lasso
Joseph Antonelli, Joel Schwartz, Itai Kloog, Brent A. Coull
Ann. Appl. Stat. 11 (2), 792-807, (June 2017) DOI: 10.1214/16-AOAS1018
KEYWORDS: Wavelets, multiresolution analysis, spatiotemporal modeling, environmental modeling
You Ren, Emily B. Fox, Andrew Bruce
Ann. Appl. Stat. 11 (2), 808-839, (June 2017) DOI: 10.1214/17-AOAS1019
KEYWORDS: Bayesian nonparametrics, clustering, housing price index, multiple time series, state space models
Sarah Friedrich, Jan Beyersmann, Ursula Winterfeld, Martin Schumacher, Arthur Allignol
Ann. Appl. Stat. 11 (2), 840-867, (June 2017) DOI: 10.1214/17-AOAS1020
KEYWORDS: Left-truncation, pregnancy, competing risks, abortion, Brier score
Tingting Zhang, Qiannan Yin, Brian Caffo, Yinge Sun, Dana Boatman-Reich
Ann. Appl. Stat. 11 (2), 868-897, (June 2017) DOI: 10.1214/17-AOAS1021
KEYWORDS: Bayesian inference, ODE models, cluster structure, directional brain networks, network edge selection
Oleksandr Gromenko, Piotr Kokoszka, Jan Sojka
Ann. Appl. Stat. 11 (2), 898-918, (June 2017) DOI: 10.1214/17-AOAS1022
KEYWORDS: Cooling trend, functional regression, incomplete time series, ionosphere, solar activity, spatial averaging, spatio-temporal modeling
Elizabeth L. Ogburn, Tyler J. VanderWeele
Ann. Appl. Stat. 11 (2), 919-948, (June 2017) DOI: 10.1214/17-AOAS1023
KEYWORDS: Causal inference, social networks, contagion, peer effects
Patrick Schnell, Qi Tang, Peter Müller, Bradley P. Carlin
Ann. Appl. Stat. 11 (2), 949-966, (June 2017) DOI: 10.1214/17-AOAS1024
KEYWORDS: Bayesian inference, Clinical trials, heterogeneous treatment effect, linear model, simultaneous inference, subgroup identification
Yichen Cheng, James Y. Dai, Thomas G. Paulson, Xiaoyu Wang, Xiaohong Li, Brian J. Reid, Charles Kooperberg
Ann. Appl. Stat. 11 (2), 967-991, (June 2017) DOI: 10.1214/17-AOAS1026
KEYWORDS: Copy number aberration, intratumor heterogeneity, Identifiability, BIC
Shuyi Liu, Wei Wu
Ann. Appl. Stat. 11 (2), 992-1010, (June 2017) DOI: 10.1214/17-AOAS1030
KEYWORDS: point process, Mahalanobis depth, Poisson process, neural coding, spike train
Zhiguang Huo, George Tseng
Ann. Appl. Stat. 11 (2), 1011-1039, (June 2017) DOI: 10.1214/17-AOAS1033
KEYWORDS: Cancer subtype, omics integrative analysis, overlapping group lasso, ADMM
Silvia Cagnone, Simone Giannerini, Lucia Modugno
Ann. Appl. Stat. 11 (2), 1040-1062, (June 2017) DOI: 10.1214/17-AOAS1035
KEYWORDS: multilevel model, hedonic regression model, dependent random effects, stochastic volatility, Autoregression
Noorie Hyun, Li C. Cheung, Qing Pan, Mark Schiffman, Hormuzd A. Katki
Ann. Appl. Stat. 11 (2), 1063-1084, (June 2017) DOI: 10.1214/17-AOAS1036
KEYWORDS: mixture model, interval censoring, two-phase sampling, B-splines, weighted likelihood, HIV
Tanya P. Garcia, Yanyuan Ma, Karen Marder, Yuanjia Wang
Ann. Appl. Stat. 11 (2), 1085-1116, (June 2017) DOI: 10.1214/17-AOAS1038
KEYWORDS: Additive model, clustered failure times, logistic mixed model, varying coefficient model, semiparametric estimator, splines
Jiti Gao, Bin Peng, Zhao Ren, Xiaohui Zhang
Ann. Appl. Stat. 11 (2), 1117-1145, (June 2017) DOI: 10.1214/17-AOAS1039
KEYWORDS: Body mass index, obesity, optimal variable selection, varying-coefficient regression
Luke J. Kelly, Geoff K. Nicholls
Ann. Appl. Stat. 11 (2), 1146-1168, (June 2017) DOI: 10.1214/17-AOAS1040
KEYWORDS: Bayesian phylogenetics, lateral trait transfer, Stochastic Dollo model
Hao Chen, Yuchao Jiang, Kara N. Maxwell, Katherine L. Nathanson, Nancy Zhang
Ann. Appl. Stat. 11 (2), 1169-1192, (June 2017) DOI: 10.1214/17-AOAS1043
KEYWORDS: Allele-specific copy number, whole exome sequencing, tumor-normal pair
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