VOL. 10 · NO. 2 | June 2016
 
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Frontmatter
Ann. Appl. Stat. 10 (2), (June 2016)
No abstract available
Ann. Appl. Stat. 10 (2), (June 2016)
No abstract available
Articles
Anna-Kaisa Ylitalo, Aila Särkkä, Peter Guttorp
Ann. Appl. Stat. 10 (2), 549-574, (June 2016) DOI: 10.1214/16-AOAS921
KEYWORDS: coverage, intensity, point process, shift function, Transition probability
Amanda A. Koepke, Ira M. Longini, Jr., M. Elizabeth Halloran, Jon Wakefield, Vladimir N. Minin
Ann. Appl. Stat. 10 (2), 575-595, (June 2016) DOI: 10.1214/16-AOAS908
KEYWORDS: Hidden Markov model, particle filter, MCMC, Bayesian, SIR
Wanghuan Chu, Runze Li, Matthew Reimherr
Ann. Appl. Stat. 10 (2), 596-617, (June 2016) DOI: 10.1214/16-AOAS912
KEYWORDS: Feature selection, time-varying coefficient models, ultrahigh-dimensional longitudinal data, genome-wide association study, functional linear model
Kwang Woo Ahn, Brent R. Logan
Ann. Appl. Stat. 10 (2), 618-637, (June 2016) DOI: 10.1214/16-AOAS927
KEYWORDS: Pseudo-value, Residual lifetime, clustered data
Linlin Zhang, Michele Guindani, Francesco Versace, Jeffrey M. Engelmann, Marina Vannucci
Ann. Appl. Stat. 10 (2), 638-666, (June 2016) DOI: 10.1214/16-AOAS926
KEYWORDS: Multi-subject fMRI, spatiotemporal linear regression, variable selection priors, variational Bayes
Drausin F. Wulsin, Shane T. Jensen, Brian Litt
Ann. Appl. Stat. 10 (2), 667-689, (June 2016) DOI: 10.1214/15-AOAS851
KEYWORDS: Epilepsy, seizures, intracranial electroencephalogram (iEEG), Dirichlet process, nonparametric Bayes, clustering
Sean Ruddy, Marla Johnson, Elizabeth Purdom
Ann. Appl. Stat. 10 (2), 690-725, (June 2016) DOI: 10.1214/15-AOAS871
KEYWORDS: Empirical Bayes, dispersion estimation, over-dispersed binomial, alternative splicing, mRNA-Seq
Nancy R. Zhang, Benjamin Yakir, Li C. Xia, David Siegmund
Ann. Appl. Stat. 10 (2), 726-755, (June 2016) DOI: 10.1214/15-AOAS892
KEYWORDS: scan statistics, Poisson processes, change-point detection, next-generation sequencing, structural variation
Xiao Liu, Kyongmin Yeo, Youngdeok Hwang, Jitendra Singh, Jayant Kalagnanam
Ann. Appl. Stat. 10 (2), 756-785, (June 2016) DOI: 10.1214/15-AOAS901
KEYWORDS: Spatial-temporal modeling, air quality model, partial differential equation, space–time nonseparable and anisotropic random field
Laurent Briollais, Adrian Dobra, Jinnan Liu, Matt Friedlander, Hilmi Ozcelik, Hélène Massam
Ann. Appl. Stat. 10 (2), 786-811, (June 2016) DOI: 10.1214/16-AOAS909
KEYWORDS: Graphical model, Bayesian, stochastic search, GWAS, SNP, breast cancer
Paolo Zanini, Haipeng Shen, Young Truong
Ann. Appl. Stat. 10 (2), 812-833, (June 2016) DOI: 10.1214/16-AOAS913
KEYWORDS: Spatial stochastic processes, periodogram, Whittle likelihood, mobile phone traffic, urban planning
Peng Shi, Xiaoping Feng, Jean-Philippe Boucher
Ann. Appl. Stat. 10 (2), 834-863, (June 2016) DOI: 10.1214/16-AOAS914
KEYWORDS: Composite likelihood, insurance claims, longitudinal data, multivariate regression, property-casualty insurance, Tweedie distribution
Philip J. Brown, Martin S. Ridout
Ann. Appl. Stat. 10 (2), 864-883, (June 2016) DOI: 10.1214/16-AOAS916
KEYWORDS: Screening designs, lead optimization in drug discovery, main effects, microarray loop designs, connectivity, Identifiability, prediction and contrast variance
Ick Hoon Jin, Ying Yuan, Dipankar Bandyopadhyay
Ann. Appl. Stat. 10 (2), 884-905, (June 2016) DOI: 10.1214/16-AOAS917
KEYWORDS: Autologistic model, Bayesian inference, dental caries, Markov chain Monte Carlo, Potts model, spatial data analysis
Stijn Jaspers, Philippe Lambert, Marc Aerts
Ann. Appl. Stat. 10 (2), 906-924, (June 2016) DOI: 10.1214/16-AOAS918
KEYWORDS: Antimicrobial resistance, Bayesian, composite link model, interval-censored, semiparametric
Maria Bolsinova, Gunter Maris, Herbert Hoijtink
Ann. Appl. Stat. 10 (2), 925-945, (June 2016) DOI: 10.1214/16-AOAS919
KEYWORDS: Educational testing, Markov chain Monte Carlo, mixture model, multidimensional IRT, one parameter logistic model, Rasch model, scoring rule
Belinda Phipson, Stanley Lee, Ian J. Majewski, Warren S. Alexander, Gordon K. Smyth
Ann. Appl. Stat. 10 (2), 946-963, (June 2016) DOI: 10.1214/16-AOAS920
KEYWORDS: Empirical Bayes, Outliers, robustness, gene expression, microarrays
Carlo Gaetan, Paolo Girardi, Roberto Pastres, Antoine Mangin
Ann. Appl. Stat. 10 (2), 964-988, (June 2016) DOI: 10.1214/16-AOAS923
KEYWORDS: Functional data clustering, quantile sheet, Nonparametric regression, clustering methods, surface water classification, satellite data
Hui Jiang, Patrick W. Saart, Yingcun Xia
Ann. Appl. Stat. 10 (2), 989-1018, (June 2016) DOI: 10.1214/16-AOAS924
KEYWORDS: Conditional cross-correlation coefficient, kernel smoothing, reduced rank model, semiparametric models
Pixu Shi, Anru Zhang, Hongzhe Li
Ann. Appl. Stat. 10 (2), 1019-1040, (June 2016) DOI: 10.1214/16-AOAS928
KEYWORDS: Compositional coherence, coordinate descent method of multipliers, high dimension, log-contrast model, Model selection, regularization
Ephraim M. Hanks, Mevin B. Hooten, Steven T. Knick, Sara J. Oyler-McCance, Jennifer A. Fike, Todd B. Cross, Michael K. Schwartz
Ann. Appl. Stat. 10 (2), 1041-1062, (June 2016) DOI: 10.1214/16-AOAS929
KEYWORDS: Landscape genetics, sage grouse, optimal sampling
Seunghwan Park, Jae Kwang Kim, Sangun Park
Ann. Appl. Stat. 10 (2), 1063-1085, (June 2016) DOI: 10.1214/16-AOAS930
KEYWORDS: Counterfactual outcome, fractional imputation, measurement error model, missing data, survey sampling
Luke Keele, Jason W. Morgan
Ann. Appl. Stat. 10 (2), 1086-1106, (June 2016) DOI: 10.1214/16-AOAS932
KEYWORDS: Causal inference, instrumental variables, Matching, weak instruments
Raymond K. W. Wong, Vinay L. Kashyap, Thomas C. M. Lee, David A. van Dyk
Ann. Appl. Stat. 10 (2), 1107-1134, (June 2016) DOI: 10.1214/16-AOAS933
KEYWORDS: Astronomy, change point estimation, FK Comae Berenices, marked Poisson process, minimum description length principle, semi-parametric modeling, stars, stellar coronae, stellar flare, X-ray astronomy
Correction
Nadja Klein, Thomas Kneib, Stefan Lang, Alexander Sohn
Ann. Appl. Stat. 10 (2), 1135-1136, (June 2016) DOI: 10.1214/16-AOAS922
No abstract available
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