VOL. 8 · NO. 1 | March 2014
Ann. Appl. Stat. 8 (1), (March 2014) Open Access
No abstract available
Ann. Appl. Stat. 8 (1), (March 2014) Open Access
No abstract available
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
KEYWORDS: Extreme values, time series, Max-stable process, Composite likelihood, irregular time sampling, significant wave height, satellite data
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