VOL. 4 · NO. 3 | September 2010
 
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Frontmatter
Ann. Appl. Stat. 4 (3), (September 2010)
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Ann. Appl. Stat. 4 (3), (September 2010)
No abstract available
Articles
George Woodworth, Joseph Kadane
Ann. Appl. Stat. 4 (3), 1139-1157, (September 2010) DOI: 10.1214/10-AOAS330
KEYWORDS: Age discrimination, thin plate spline, smoothness prior, discrete proportional hazards, semiparametric Bayesian logistic regression
Xiaoquan Wen, Matthew Stephens
Ann. Appl. Stat. 4 (3), 1158-1182, (September 2010) DOI: 10.1214/10-AOAS338
KEYWORDS: Regularized linear predictor, shrinkage estimation, genotype imputation, genetic association study
Yiping Dou, Nhu D. Le, James V. Zidek
Ann. Appl. Stat. 4 (3), 1183-1213, (September 2010) DOI: 10.1214/09-AOAS318
KEYWORDS: Dynamic linear model, hierarchical Bayes, ozone, space–time fields, spatial prediction
Gengxin Li, Yuehua Cui
Ann. Appl. Stat. 4 (3), 1214-1233, (September 2010) DOI: 10.1214/09-AOAS323
KEYWORDS: Experimental cross, genomic imprinting, likelihood ratio test, quantitative trait loci, variance components model
Brian Kriegler, Richard Berk
Ann. Appl. Stat. 4 (3), 1234-1255, (September 2010) DOI: 10.1214/10-AOAS328
KEYWORDS: Homeless, boosting, Statistical learning, costs, imputation, Quantile estimation, small area estimation
Siddhartha R. Dalal, Bing Han
Ann. Appl. Stat. 4 (3), 1256-1271, (September 2010) DOI: 10.1214/10-AOAS334
KEYWORDS: Bayesian classifier, Poisson model, nuclear detection, terrorism, machine learning
James M. Kilner, Karl J. Friston
Ann. Appl. Stat. 4 (3), 1272-1290, (September 2010) DOI: 10.1214/10-AOAS337
KEYWORDS: Random field theory, topological inference, statistical parametric mapping
Natalie Shlomo, Chris Skinner
Ann. Appl. Stat. 4 (3), 1291-1310, (September 2010) DOI: 10.1214/09-AOAS317
KEYWORDS: Disclosure risk, identification risk, log linear model, measurement error, post randomization method, data swapping
Ada Lau, Patrick McSharry
Ann. Appl. Stat. 4 (3), 1311-1341, (September 2010) DOI: 10.1214/09-AOAS320
KEYWORDS: Non-Gaussian time series, logistic transformation, exponential smoothing, truncated normal distribution, ARIMA–GARCH model, continuous ranked probability score
Melanie A. Wilson, Edwin S. Iversen, Merlise A. Clyde, Scott C. Schmidler, Joellen M. Schildkraut
Ann. Appl. Stat. 4 (3), 1342-1364, (September 2010) DOI: 10.1214/09-AOAS322
KEYWORDS: AIC, Bayes factor, Bayesian model averaging, BIC, Evolutionary Monte Carlo, false discovery, Genetic models, Lasso, model uncertainty, single nucleotide polymorphism, Variable selection
Kingshuk Roy Choudhury, Limian Zheng, John J. Mackrill
Ann. Appl. Stat. 4 (3), 1365-1382, (September 2010) DOI: 10.1214/10-AOAS340
KEYWORDS: Euclidean distance transform, smoothing, Functional data analysis, Curve registration, image texture
David I. Warton, Leah C. Shepherd
Ann. Appl. Stat. 4 (3), 1383-1402, (September 2010) DOI: 10.1214/10-AOAS331
KEYWORDS: Habitat modeling, quadrature points, occurrence data, pseudo-absences, species distribution modeling
Avishek Chakraborty, Alan E. Gelfand, Adam M. Wilson, Andrew M. Latimer, John A. Silander, Jr.
Ann. Appl. Stat. 4 (3), 1403-1429, (September 2010) DOI: 10.1214/10-AOAS335
KEYWORDS: Conditional autoregressive prior, latent variables, misalignment, ordinal categorical data, parallel computing
Holger Dette, Andrey Pepelyshev, Tim Holland-Letz
Ann. Appl. Stat. 4 (3), 1430-1450, (September 2010) DOI: 10.1214/09-AOAS324
KEYWORDS: Random effect models, nonlinear least squares estimate, correlated observations, compartmental models, asymptotic optimal design density
Yijie Zhou, Francesca Dominici, Thomas A. Louis
Ann. Appl. Stat. 4 (3), 1451-1475, (September 2010) DOI: 10.1214/09-AOAS325
KEYWORDS: Statistical disclosure limitation, data masking, data utility, Disclosure risk, spatial smoothing
Andrea S. Foulkes, Livio Azzoni, Xiaohong Li, Margaret A. Johnson, Colette Smith, Karam Mounzer, Luis J. Montaner
Ann. Appl. Stat. 4 (3), 1476-1497, (September 2010) DOI: 10.1214/10-AOAS326
KEYWORDS: prediction, ‎classification‎, CD4, HIV/AIDS, receiver operator characteristic (ROC) curve, generalized linear mixed effects modeling (GLMM)
Caiyan Li, Hongzhe Li
Ann. Appl. Stat. 4 (3), 1498-1516, (September 2010) DOI: 10.1214/10-AOAS332
KEYWORDS: regularization, sign consistency, network, Laplacian matrix, High-dimensional data
Paul S. Albert, Joanna H. Shih
Ann. Appl. Stat. 4 (3), 1517-1532, (September 2010) DOI: 10.1214/10-AOAS339
KEYWORDS: Joint models, shared random parameter models, informative dropout, regression calibration
Pepa Ramirez-Cobo, Rosa E. Lillo, Simon Wilson, Michael P. Wiper
Ann. Appl. Stat. 4 (3), 1533-1557, (September 2010) DOI: 10.1214/10-AOAS336
KEYWORDS: heavy tails, Laplace transform approximation methods, queueing systems, Bayesian methods
J. L. Wadsworth, J. A. Tawn, P. Jonathan
Ann. Appl. Stat. 4 (3), 1558-1578, (September 2010) DOI: 10.1214/10-AOAS333
KEYWORDS: Extreme value theory, Box–Cox transformation, reparameterization, significant wave height
Seokho Lee, Jianhua Z. Huang, Jianhua Hu
Ann. Appl. Stat. 4 (3), 1579-1601, (September 2010) DOI: 10.1214/10-AOAS327
KEYWORDS: Binary data, Dimension reduction, MM algorithm, Lasso, PCA, regularization, Sparsity
Kwun Chuen Gary Chan, Mei-Cheng Wang
Ann. Appl. Stat. 4 (3), 1602-1620, (September 2010) DOI: 10.1214/09-AOAS319
KEYWORDS: Marked process, left truncation, prevalent cohort, recurrent event process, recurrent marker process, Survival analysis
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