VOL. 5 · NO. 2A | June 2011
 
VIEW ALL ABSTRACTS +
Frontmatter
Ann. Appl. Stat. 5 (2A), (June 2011)
No abstract available
Ann. Appl. Stat. 5 (2A), (June 2011)
No abstract available
Articles
Susan M. Paddock, Sarah B. Hunter, Katherine E. Watkins, Daniel F. McCaffrey
Ann. Appl. Stat. 5 (2A), 605-627, (June 2011) DOI: 10.1214/10-AOAS434
KEYWORDS: Bayesian modeling, hierarchical modeling, mental health, multilevel modeling, substance abuse treatment
Daniel Percival, Kathryn Roeder, Roni Rosenfeld, Larry Wasserman
Ann. Appl. Stat. 5 (2A), 628-644, (June 2011) DOI: 10.1214/10-AOAS428
KEYWORDS: Sparsity, Variable selection, regression, greedy algorithms
David Siegmund, Benjamin Yakir, Nancy R. Zhang
Ann. Appl. Stat. 5 (2A), 645-668, (June 2011) DOI: 10.1214/10-AOAS400
KEYWORDS: scan statistics, change-point detection, segmentation, DNA copy number
Yazhen Wang
Ann. Appl. Stat. 5 (2A), 669-683, (June 2011) DOI: 10.1214/10-AOAS406
KEYWORDS: Asymptotic theory, estimation, Monte Carlo, qubit, quantum computation, quantum statistics
Haiyong Xu, Frederic Paik Schoenberg
Ann. Appl. Stat. 5 (2A), 684-704, (June 2011) DOI: 10.1214/10-AOAS401
KEYWORDS: Burning index, Conditional intensity, point process, residual analysis
Valeria D’Amato, Gabriella Piscopo, Maria Russolillo
Ann. Appl. Stat. 5 (2A), 705-724, (June 2011) DOI: 10.1214/10-AOAS394
KEYWORDS: Lee–Carter model, functional demographic model, forecasting
Ruiyan Luo, Hongyu Zhao
Ann. Appl. Stat. 5 (2A), 725-745, (June 2011) DOI: 10.1214/10-AOAS425
KEYWORDS: Bayesian network, dependency network, Gaussian graphical model, hierarchical model, interventional data, Markov chain Monte Carlo, mixture distribution, single cell measurements, signaling pathway
Xu Han, Dylan S. Small, Dean P. Foster, Vishal Patel
Ann. Appl. Stat. 5 (2A), 746-772, (June 2011) DOI: 10.1214/10-AOAS424
KEYWORDS: Causal inference, Survival analysis, Oscar Award, g-estimation., rank preserving structural accelerated failure time model
Daniel F. McCaffrey, J. R. Lockwood
Ann. Appl. Stat. 5 (2A), 773-797, (June 2011) DOI: 10.1214/10-AOAS405
KEYWORDS: Data missing not at random, nonignorable missing data, selection models, pattern mixture model, random effects, student achievement
Tze Leung Lai, Haipeng Xing, Zehao Chen
Ann. Appl. Stat. 5 (2A), 798-823, (June 2011) DOI: 10.1214/10-AOAS422
KEYWORDS: Markowitz’s portfolio theory, efficient frontier, Empirical Bayes, stochastic optimization
Jae Kwang Kim, Wayne A. Fuller, William R. Bell
Ann. Appl. Stat. 5 (2A), 824-842, (June 2011) DOI: 10.1214/10-AOAS419
KEYWORDS: fractional imputation, hot deck imputation, nonresponse, replication variance estimation
Anton H. Westveld, Peter D. Hoff
Ann. Appl. Stat. 5 (2A), 843-872, (June 2011) DOI: 10.1214/10-AOAS403
KEYWORDS: Bayesian inference, international trade, longitudinal data, militarized interstate disputes, network data, relational data
Doug Speed, Simon Tavaré
Ann. Appl. Stat. 5 (2A), 873-893, (June 2011) DOI: 10.1214/10-AOAS411
KEYWORDS: Sparse Bayesian modeling, Nonlinear regression, association studies, large p small n problems
Jeffrey S. Morris, Veerabhadran Baladandayuthapani, Richard C. Herrick, Pietro Sanna, Howard Gutstein
Ann. Appl. Stat. 5 (2A), 894-923, (June 2011) DOI: 10.1214/10-AOAS407
KEYWORDS: Bayesian analysis, False discovery rate, Functional data analysis, functional mixed models, functional MRI, image analysis, isomorphic transformations, proteomics, 2D gel electrophoresis, Wavelets
Ying Yuan, Guosheng Yin
Ann. Appl. Stat. 5 (2A), 924-942, (June 2011) DOI: 10.1214/10-AOAS433
KEYWORDS: Adaptive randomization, dose finding, drug combination
Amit Zeisel, Or Zuk, Eytan Domany
Ann. Appl. Stat. 5 (2A), 943-968, (June 2011) DOI: 10.1214/10-AOAS399
KEYWORDS: False discovery rate, improved BH, Monotonicity, gene expression analysis
Adrian Dobra, Alex Lenkoski
Ann. Appl. Stat. 5 (2A), 969-993, (June 2011) DOI: 10.1214/10-AOAS397
KEYWORDS: Bayesian inference, Gaussian graphical models, latent variable model, Markov chain Monte Carlo
Jia Li, George C. Tseng
Ann. Appl. Stat. 5 (2A), 994-1019, (June 2011) DOI: 10.1214/10-AOAS393
KEYWORDS: Meta-analysis, adaptively weighted statistics, genomic study
Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky
Ann. Appl. Stat. 5 (2A), 1020-1056, (June 2011) DOI: 10.1214/10-AOAS395
KEYWORDS: Bayesian nonparametrics, hierarchical Dirichlet processes, Hidden Markov models, speaker diarization
Michael Finegold, Mathias Drton
Ann. Appl. Stat. 5 (2A), 1057-1080, (June 2011) DOI: 10.1214/10-AOAS410
KEYWORDS: EM algorithm, Graphical model, Markov chain Monte Carlo, multivariate t-distribution, penalized likelihood, robust inference
Brent A. Johnson, Qi Long
Ann. Appl. Stat. 5 (2A), 1081-1101, (June 2011) DOI: 10.1214/10-AOAS426
KEYWORDS: Accelerated failure time, boosting, Lasso, proportional hazards regression, Survival analysis
Mark Fiecas, Hernando Ombao
Ann. Appl. Stat. 5 (2A), 1102-1125, (June 2011) DOI: 10.1214/10-AOAS396
KEYWORDS: multivariate time series, periodogram matrix, shrinkage, spectral density matrix, vector autoregressive model
Back to Top