VOL. 8 · NO. 1 | March 2014
 
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Frontmatter
Ann. Appl. Stat. 8 (1), (March 2014)
No abstract available
Ann. Appl. Stat. 8 (1), (March 2014)
No abstract available
Articles
Curtis Storlie, Blake Anderson, Scott Vander Wiel, Daniel Quist, Curtis Hash, Nathan Brown
Ann. Appl. Stat. 8 (1), 1-18, (March 2014) DOI: 10.1214/13-AOAS703
KEYWORDS: Malware detection, ‎classification‎, Elastic net, Relaxed Lasso, Adaptive LASSO, logistic regression, splines, Empirical Bayes
Alexander Volfovsky, Peter D. Hoff
Ann. Appl. Stat. 8 (1), 19-47, (March 2014) DOI: 10.1214/13-AOAS685
KEYWORDS: Array-valued data, Bayesian estimation, cross-classified data, factorial design, MANOVA, penalized regression, tensor, Tucker product, sparse data
Fan Yang, Scott A. Lorch, Dylan S. Small
Ann. Appl. Stat. 8 (1), 48-73, (March 2014) DOI: 10.1214/13-AOAS699
KEYWORDS: instrumental variable, Causal inference, sensitivity analysis, nonignorable missing data
Annamaria Guolo, Cristiano Varin
Ann. Appl. Stat. 8 (1), 74-88, (March 2014) DOI: 10.1214/13-AOAS684
KEYWORDS: Beta regression, bounded time series, Gaussian copula, Google® Flu Trends, surveillance
Yogesh Virkar, Aaron Clauset
Ann. Appl. Stat. 8 (1), 89-119, (March 2014) DOI: 10.1214/13-AOAS710
KEYWORDS: Power-law distribution, heavy-tailed distributions, Model selection, binned data
Bailey K. Fosdick, Peter D. Hoff
Ann. Appl. Stat. 8 (1), 120-147, (March 2014) DOI: 10.1214/13-AOAS694
KEYWORDS: Array normal, Kronecker product, multiway data, Bayesian estimation, imputation
Alberto Cassese, Michele Guindani, Mahlet G. Tadesse, Francesco Falciani, Marina Vannucci
Ann. Appl. Stat. 8 (1), 148-175, (March 2014) DOI: 10.1214/13-AOAS705
KEYWORDS: Bayesian hierarchical models, comparative genomic hybridization arrays, gene expression, Hidden Markov models, measurement error, Variable selection
Xiaoquan Wen, Matthew Stephens
Ann. Appl. Stat. 8 (1), 176-203, (March 2014) DOI: 10.1214/13-AOAS695
KEYWORDS: Meta-analysis, gene–environment interaction, Bayes factor, Bayesian hypothesis testing, Heterogeneity
José R. Zubizarreta, Ricardo D. Paredes, Paul R. Rosenbaum
Ann. Appl. Stat. 8 (1), 204-231, (March 2014) DOI: 10.1214/13-AOAS713
KEYWORDS: design sensitivity, integer programming, testing twice
Darren Wraith, Kerrie Mengersen, Clair Alston, Judith Rousseau, Tareq Hussein
Ann. Appl. Stat. 8 (1), 232-258, (March 2014) DOI: 10.1214/13-AOAS678
KEYWORDS: Bayesian statistics, Mixture models, time series, aerosol particle size distribution
Ting-Li Chen, Dai-Ni Hsieh, Hung Hung, I-Ping Tu, Pei-Shien Wu, Yi-Ming Wu, Wei-Hau Chang, Su-Yun Huang
Ann. Appl. Stat. 8 (1), 259-285, (March 2014) DOI: 10.1214/13-AOAS680
KEYWORDS: Clustering algorithm, cryo-EM images, $\gamma$-divergence, $k$-means, mean-shift algorithm, multilinear principal component analysis, $q$-Gaussian distribution, robust statistics, self-updating process
Nicolle Clements, Sanat K. Sarkar, Zhigen Zhao, Dong-Yun Kim
Ann. Appl. Stat. 8 (1), 286-308, (March 2014) DOI: 10.1214/13-AOAS686
KEYWORDS: False discovery rate, directional false discovery rate, NDVI, East Africa vegetation
David Rossell, Camille Stephan-Otto Attolini, Manuel Kroiss, Almond Stöcker
Ann. Appl. Stat. 8 (1), 309-330, (March 2014) DOI: 10.1214/13-AOAS687
KEYWORDS: alternative splicing, RNA-Seq, Bayesian modeling, estimation
E. G. Hill, E. H. Slate
Ann. Appl. Stat. 8 (1), 331-351, (March 2014) DOI: 10.1214/13-AOAS688
KEYWORDS: Agreement, cluster-correlated data, clustering, Dirichlet process mixture model, measurement error, periodontal disease, weighted kappa
Yen-Tsung Huang, Tyler J. VanderWeele, Xihong Lin
Ann. Appl. Stat. 8 (1), 352-376, (March 2014) DOI: 10.1214/13-AOAS690
KEYWORDS: Causal inference, data integration, mediation analysis, mixed models, score test, SNP set analysis, variance component test
Yacine Jernite, Pierre Latouche, Charles Bouveyron, Patrick Rivera, Laurent Jegou, Stéphane Lamassé
Ann. Appl. Stat. 8 (1), 377-405, (March 2014) DOI: 10.1214/13-AOAS691
KEYWORDS: Ecclesiastical network, subgraphs, stochastic bloc models, random subgraph model
Matthew Reimherr, Dan Nicolae
Ann. Appl. Stat. 8 (1), 406-429, (March 2014) DOI: 10.1214/13-AOAS692
KEYWORDS: Functional data analysis, longitudinal data analysis, genome wide association study, functional linear model, functional analysis of variance, Hypothesis testing
Doyo G. Enki, Angela Noufaily, C. Paddy Farrington
Ann. Appl. Stat. 8 (1), 430-447, (March 2014) DOI: 10.1214/13-AOAS693
KEYWORDS: Current status data, frailty, gamma, generalized gamma, Heterogeneity, infectious disease, shared frailty model, time-varying frailty
Xin Wang, Ke Yuan, Christoph Hellmayr, Wei Liu, Florian Markowetz
Ann. Appl. Stat. 8 (1), 448-480, (March 2014) DOI: 10.1214/13-AOAS696
KEYWORDS: Dynamic, signalling networks, gene perturbation, hidden Markov, nested effects models, MCMC
Ruth Heller, Daniel Yekutieli
Ann. Appl. Stat. 8 (1), 481-498, (March 2014) DOI: 10.1214/13-AOAS697
KEYWORDS: Combined analysis, Empirical Bayes, False discovery rate, Meta-analysis, replication, reproducibility, type 2 diabetes
Jinzhu Jia, Luke Miratrix, Bin Yu, Brian Gawalt, Laurent El Ghaoui, Luke Barnesmoore, Sophie Clavier
Ann. Appl. Stat. 8 (1), 499-529, (March 2014) DOI: 10.1214/13-AOAS698
KEYWORDS: Text summarization, high-dimensional analysis, sparse modeling, Lasso, L1 regularized logistic regression, co-occurrence, tf-idf, L2 normalization
Jingyong Su, Sebastian Kurtek, Eric Klassen, Anuj Srivastava
Ann. Appl. Stat. 8 (1), 530-552, (March 2014) DOI: 10.1214/13-AOAS701
KEYWORDS: Riemannian manifold, time warping, variance reduction, temporal trajectory, rate invariant, parallel transport
Kung-Sik Chan, Jinzheng Li, William Eichinger, Erwei Bai
Ann. Appl. Stat. 8 (1), 553-576, (March 2014) DOI: 10.1214/13-AOAS704
KEYWORDS: Gamma ray detection, homeland security, Lagrange multiplier test, local power, multicollinearity, Poisson regression
Fukang Zhu, Zongwu Cai, Liang Peng
Ann. Appl. Stat. 8 (1), 577-594, (March 2014) DOI: 10.1214/13-AOAS708
KEYWORDS: autoregressive process, empirical likelihood, long memory process, nearly integrated, predictive regressions, unit root, weighted estimation
Hajo Holzmann, Matthias Eulert
Ann. Appl. Stat. 8 (1), 595-621, (March 2014) DOI: 10.1214/13-AOAS709
KEYWORDS: forecast, information set, scoring function, scoring rule, value at risk
Nicolas Raillard, Pierre Ailliot, Jianfeng Yao
Ann. Appl. Stat. 8 (1), 622-647, (March 2014) DOI: 10.1214/13-AOAS711
KEYWORDS: Extreme values, time series, Max-stable process, Composite likelihood, irregular time sampling, significant wave height, satellite data
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