VOL. 8 · NO. 2 | June 2014
 
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Frontmatter
Ann. Appl. Stat. 8 (2), (June 2014)
No abstract available
Ann. Appl. Stat. 8 (2), (June 2014)
No abstract available
Articles
Won Chang, Murali Haran, Roman Olson, Klaus Keller
Ann. Appl. Stat. 8 (2), 649-673, (June 2014) DOI: 10.1214/14-AOAS733
KEYWORDS: climate model, Calibration, Gaussian process, principal components, high-dimensional spatial data
Susanne Ditlevsen, Adeline Samson
Ann. Appl. Stat. 8 (2), 674-702, (June 2014) DOI: 10.1214/14-AOAS729
KEYWORDS: sequential Monte Carlo, Diffusions, pseudo likelihood, Stochastic Approximation Expectation Maximization, motoneurons, conductance-based neuron models, membrane potential
Mireille E. Schnitzer, Mark J. van der Laan, Erica E. M. Moodie, Robert W. Platt
Ann. Appl. Stat. 8 (2), 703-725, (June 2014) DOI: 10.1214/14-AOAS727
KEYWORDS: Causal inference, G-computation, inverse probability weighting, marginal effects, missing data, pediatrics
Brian D. M. Tom, Vernon T. Farewell, Sheila M. Bird
Ann. Appl. Stat. 8 (2), 726-746, (June 2014) DOI: 10.1214/14-AOAS725
KEYWORDS: Biased data, generalized gamma distribution, outcome-dependent sampling, pseudo score, robust standard error, Survival analysis, Weibull distribution
Damien McParland, Isobel Claire Gormley, Tyler H. McCormick, Samuel J. Clark, Chodziwadziwa Whiteson Kabudula, Mark A. Collinson
Ann. Appl. Stat. 8 (2), 747-776, (June 2014) DOI: 10.1214/14-AOAS726
KEYWORDS: clustering, mixed data, item response theory, Metropolis-within-Gibbs
Chi Song, George C. Tseng
Ann. Appl. Stat. 8 (2), 777-800, (June 2014) DOI: 10.1214/13-AOAS683
KEYWORDS: genomics, Meta-analysis, order statistic, $p$-value
Daisy Phillips, Debashis Ghosh
Ann. Appl. Stat. 8 (2), 801-823, (June 2014) DOI: 10.1214/13-AOAS707
KEYWORDS: multiple testing, False discovery rates, Voronoi tessellations, empirical null distributions
Zheyang Wu, Yiming Sun, Shiquan He, Judy Cho, Hongyu Zhao, Jiashun Jin
Ann. Appl. Stat. 8 (2), 824-851, (June 2014) DOI: 10.1214/14-AOAS724
KEYWORDS: Multiple hypotheses testing, large-scale inference, Detection boundary, higher criticism, rare and weak effects, statistical power, Genome-wide association studies, SNP-set methods
Isabel Molina, Balgobin Nandram, J. N. K. Rao
Ann. Appl. Stat. 8 (2), 852-885, (June 2014) DOI: 10.1214/13-AOAS702
KEYWORDS: hierarchical Bayes, mixed linear model, nested error linear regression model, noninformative priors, poverty mapping, small area estimation
Inna Chervoneva, Boris Freydin, Brian Hipszer, Tatiyana V. Apanasovich, Jeffrey I. Joseph
Ann. Appl. Stat. 8 (2), 886-904, (June 2014) DOI: 10.1214/13-AOAS706
KEYWORDS: Generalized profiling, covariance penalties, parameter cascading, penalized smoothing, profiled penalty estimation, prediction error
Olga Vsevolozhskaya, Mark Greenwood, Dmitri Holodov
Ann. Appl. Stat. 8 (2), 905-925, (June 2014) DOI: 10.1214/14-AOAS723
KEYWORDS: Functional data analysis, FANOVA, multiple comparison, permutation method, pairwise comparison
Gagan Sidhu, Brian Caffo
Ann. Appl. Stat. 8 (2), 926-955, (June 2014) DOI: 10.1214/13-AOAS712
KEYWORDS: Markov, baseball, sports, simulation, algorithmic statistics
Nicholas J. Horton, Daniell Toth, Polly Phipps
Ann. Appl. Stat. 8 (2), 956-973, (June 2014) DOI: 10.1214/14-AOAS714
KEYWORDS: Administrative data, auxiliary data, categorical outcome, establishment survey, missing data, imputation, Survival analysis, regression trees
Joshua N. Sampson, Bill Wheeler, Peng Li, Jianxin Shi
Ann. Appl. Stat. 8 (2), 974-998, (June 2014) DOI: 10.1214/14-AOAS715
KEYWORDS: cQLS, GWAS, related individuals, case–control
Yize Zhao, Jian Kang, Tianwei Yu
Ann. Appl. Stat. 8 (2), 999-1021, (June 2014) DOI: 10.1214/14-AOAS719
KEYWORDS: Dirichlet process mixture, ising priors, Density estimation, Feature selection, microarray data
Zhaonan Sun, Thomas Kuczek, Yu Zhu
Ann. Appl. Stat. 8 (2), 1022-1044, (June 2014) DOI: 10.1214/14-AOAS721
KEYWORDS: transcriptome profiling, gene differential expression, comparative calibration, functional and structural parameters
Xuejing Wang, Bin Nan, Ji Zhu, Robert Koeppe
Ann. Appl. Stat. 8 (2), 1045-1064, (June 2014) DOI: 10.1214/14-AOAS736
KEYWORDS: Alzheimer’s disease, brain imaging, Functional data analysis, Haar wavelet, Lasso, PET image, Variable selection
Finbarr O’Sullivan, Mark Muzi, David A. Mankoff, Janet F. Eary, Alexander M. Spence, Kenneth A. Krohn
Ann. Appl. Stat. 8 (2), 1065-1094, (June 2014) DOI: 10.1214/14-AOAS732
KEYWORDS: Kinetic analysis, life-table, mixture modeling, PET
Tian Ge, Nicole Müller-Lenke, Kerstin Bendfeldt, Thomas E. Nichols, Timothy D. Johnson
Ann. Appl. Stat. 8 (2), 1095-1118, (June 2014) DOI: 10.1214/14-AOAS718
KEYWORDS: image analysis, multiple sclerosis, magnetic resonance imaging, lesion probability map, Markov random fields, conditional autoregressive model, spatially varying coefficients
Zhigang Yao, William F. Eddy
Ann. Appl. Stat. 8 (2), 1119-1144, (June 2014) DOI: 10.1214/14-AOAS716
KEYWORDS: Ill-posed problem, sequential importance sampling, state space model, parallel computing, source localization
François Caron, Yee Whye Teh, Thomas Brendan Murphy
Ann. Appl. Stat. 8 (2), 1145-1181, (June 2014) DOI: 10.1214/14-AOAS717
KEYWORDS: Ranking data, permutations, gamma process, Dirichlet process, Mixture models
Jing Qin, Tanya P. Garcia, Yanyuan Ma, Ming-Xin Tang, Karen Marder, Yuanjia Wang
Ann. Appl. Stat. 8 (2), 1182-1208, (June 2014) DOI: 10.1214/14-AOAS730
KEYWORDS: Binomial likelihood, Parkinson’s disease, pool adjacent violation algorithm, self-consistency estimating equations
Seongho Kim, Ming Ouyang, Jaesik Jeong, Changyu Shen, Xiang Zhang
Ann. Appl. Stat. 8 (2), 1209-1231, (June 2014) DOI: 10.1214/14-AOAS731
KEYWORDS: Bayes factor, GC$\times$GC-TOF MS, Metabolomics, mixture model, normal–exponential–Bernoulli (NEB) model, peak detection
Jung-Ying Tzeng, Wenbin Lu, Fang-Chi Hsu
Ann. Appl. Stat. 8 (2), 1232-1255, (June 2014) DOI: 10.1214/14-AOAS735
KEYWORDS: association study, gene/pathway, pharmacogenetics, similarity regression, survival data, proportional odds model, proportional hazards model
Ville A. Satopää, Shane T. Jensen, Barbara A. Mellers, Philip E. Tetlock, Lyle H. Ungar
Ann. Appl. Stat. 8 (2), 1256-1280, (June 2014) DOI: 10.1214/14-AOAS739
KEYWORDS: Probability aggregation, Dynamic linear model, hierarchical modeling, expert forecast, subjective probability, bias estimation, Calibration, time series
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