VOL. 5 · NO. 4 | December 2011
 
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Frontmatter
Ann. Appl. Stat. 5 (4), (December 2011)
No abstract available
Ann. Appl. Stat. 5 (4), (December 2011)
No abstract available
Special Section on Modern Multivariate Analysis
Karen Kafadar
Ann. Appl. Stat. 5 (4), 2265, (December 2011) DOI: 10.1214/11-AOAS529
No abstract available
Omar De la Cruz, Susan Holmes
Ann. Appl. Stat. 5 (4), 2266-2277, (December 2011) DOI: 10.1214/10-AOAS408
KEYWORDS: Duality, gPCA, generalized SVD, kernel methods, RV coefficient
Stéphane Dray, Thibaut Jombart
Ann. Appl. Stat. 5 (4), 2278-2299, (December 2011) DOI: 10.1214/10-AOAS356
KEYWORDS: Autocorrelation, duality diagram, Multivariate analysis, spatial weighting matrix
Jean Thioulouse
Ann. Appl. Stat. 5 (4), 2300-2325, (December 2011) DOI: 10.1214/10-AOAS372
KEYWORDS: Ecological data analysis, species–environment relationships, co-inertia analysis, STATIS, STATICO, between-group co-inertia analysis, BGCOIA, partial triadic analysis, COSTATIS, ade4 package
Elizabeth Purdom
Ann. Appl. Stat. 5 (4), 2326-2358, (December 2011) DOI: 10.1214/10-AOAS402
KEYWORDS: Multivariate analysis, principal components analysis, Graphs, Phylogenetics, metagenomics
Articles
Stefano Conti, Anne M. Presanis, Maaike G. van Veen, Maria Xiridou, Martin C. Donoghoe, Annemarie Rinder Stengaard, Daniela De Angelis
Ann. Appl. Stat. 5 (4), 2359-2384, (December 2011) DOI: 10.1214/11-AOAS488
KEYWORDS: Bayesian inference, bias adjustment, evidence synthesis, hierarchical models, HIV infection
Luis Gutiérrez, Fernando A. Quintana
Ann. Appl. Stat. 5 (4), 2385-2402, (December 2011) DOI: 10.1214/11-AOAS492
KEYWORDS: ‎classification‎, dependent Dirichlet process, wines
Jacob Bien, Robert Tibshirani
Ann. Appl. Stat. 5 (4), 2403-2424, (December 2011) DOI: 10.1214/11-AOAS495
KEYWORDS: ‎classification‎, prototypes, nearest neighbors, set cover, integer program
Brian J. Reich, Jo Eidsvik, Michele Guindani, Amy J. Nail, Alexandra M. Schmidt
Ann. Appl. Stat. 5 (4), 2425-2447, (December 2011) DOI: 10.1214/11-AOAS482
KEYWORDS: Covariance estimation, nonstationarity, ozone, spatial data analysis
Adam R. Brentnall, Stephen W. Duffy, Martin J. Crowder, Maureen G. C. Gillan, Susan M. Astley, Matthew G. Wallis, Jonathan James, Caroline R. M. Boggis, Fiona J. Gilbert
Ann. Appl. Stat. 5 (4), 2448-2469, (December 2011) DOI: 10.1214/11-AOAS481
KEYWORDS: ‎classification‎, computer-aided detection (CAD), likelihood, mammogram, random effects
Cari G. Kaufman, Derek Bingham, Salman Habib, Katrin Heitmann, Joshua A. Frieman
Ann. Appl. Stat. 5 (4), 2470-2492, (December 2011) DOI: 10.1214/11-AOAS489
KEYWORDS: Emulators, Gaussian processes, computer experiments, photometric redshift
Daniela M. Witten
Ann. Appl. Stat. 5 (4), 2493-2518, (December 2011) DOI: 10.1214/11-AOAS493
KEYWORDS: ‎classification‎, clustering, genomics, gene expression, Poisson, sequencing
Huiyan Sang, Mikyoung Jun, Jianhua Z. Huang
Ann. Appl. Stat. 5 (4), 2519-2548, (December 2011) DOI: 10.1214/11-AOAS478
KEYWORDS: Climate model output, co-regionalization, Gaussian processes, large spatial data set, multivariate spatial process
Robert Alan Clements, Frederic Paik Schoenberg, Danijel Schorlemmer
Ann. Appl. Stat. 5 (4), 2549-2571, (December 2011) DOI: 10.1214/11-AOAS487
KEYWORDS: Thinned residuals, rescaled residuals, superposition, super-thinned residuals, Pearson residuals, deviance residuals
Victor M. Panaretos, Kjell Konis
Ann. Appl. Stat. 5 (4), 2572-2602, (December 2011) DOI: 10.1214/11-AOAS479
KEYWORDS: Statistical tomography, electron microscopy, single particles, nearly black object, Lasso, Deconvolution, Roman surface
Irina Czogiel, Ian L. Dryden, Christopher J. Brignell
Ann. Appl. Stat. 5 (4), 2603-2629, (December 2011) DOI: 10.1214/11-AOAS486
KEYWORDS: Bioinformatics, chemoinformatics, kriging, Markov chain Monte Carlo, ‎reproducing kernel Hilbert ‎space, Procrustes, shape, size, spatial, steroids
Jianxin Yin, Hongzhe Li
Ann. Appl. Stat. 5 (4), 2630-2650, (December 2011) DOI: 10.1214/11-AOAS494
KEYWORDS: eQTL, Gaussian graphical model, regularization, genetic networks, seemingly unrelated regression
Enrique F. Schisterman, Albert Vexler, Aijun Ye, Neil J. Perkins
Ann. Appl. Stat. 5 (4), 2651-2667, (December 2011) DOI: 10.1214/11-AOAS490
KEYWORDS: measurement error, pooling, limit of detection, cost-efficient design, three-assay design, two-assay design, duplicate, one-pool design
Hui Shen, William J. Welch, Jacqueline M. Hughes-Oliver
Ann. Appl. Stat. 5 (4), 2668-2687, (December 2011) DOI: 10.1214/11-AOAS491
KEYWORDS: Assay data, cheminformatics, drug discovery, k-nearest neighbors, multiplicity adjustment, neural network, PubChem, randomized-block design, sequential analysis
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