VOL. 4 · NO. 1 | March 2010
Ann. Appl. Stat. 4 (1), (March 2010) Open Access
No abstract available
Ann. Appl. Stat. 4 (1), (March 2010) Open Access
No abstract available
Special Section on Network Modeling
Stephen E. Fienberg
Ann. Appl. Stat. 4 (1), 1-4, (March 2010) DOI: 10.1214/10-AOAS346 Open Access
No abstract available
Mark S. Handcock, Krista J. Gile
Ann. Appl. Stat. 4 (1), 5-25, (March 2010) DOI: 10.1214/08-AOAS221 Open Access
KEYWORDS: Exponential family random graph model, p* model, Markov chain Monte Carlo, design-based inference
Cheolwoo Park, Felix Hernández-Campos, J. S. Marron, Kevin Jeffay, F. Donelson Smith
Ann. Appl. Stat. 4 (1), 26-52, (March 2010) DOI: 10.1214/09-AOAS268 Open Access
KEYWORDS: correlation analysis, extremal dependence analysis, internet flows, network performance, thresholding
Jie Peng, Ji Zhu, Anna Bergamaschi, Wonshik Han, Dong-Young Noh, Jonathan R. Pollack, Pei Wang
Ann. Appl. Stat. 4 (1), 53-77, (March 2010) DOI: 10.1214/09-AOAS271 Open Access
KEYWORDS: Sparse regression, MAP (MAster Predictor) penalty, DNA copy number alteration, RNA transcript level, v-fold cross validation
Harsh Singhal, George Michailidis
Ann. Appl. Stat. 4 (1), 78-93, (March 2010) DOI: 10.1214/09-AOAS283 Open Access
KEYWORDS: optimal design, Kalman filter, Random walks, network monitoring
Mladen Kolar, Le Song, Amr Ahmed, Eric P. Xing
Ann. Appl. Stat. 4 (1), 94-123, (March 2010) DOI: 10.1214/09-AOAS308 Open Access
KEYWORDS: Time-varying networks, semi-parametric estimation, graphical models, Markov random fields, structure learning, High-dimensional statistics, total-variation regularization, kernel smoothing
Jonathan Chang, David M. Blei
Ann. Appl. Stat. 4 (1), 124-150, (March 2010) DOI: 10.1214/09-AOAS309 Open Access
KEYWORDS: Mixed-membership models, variational methods, text analysis, network models
Wolfgang Jank, Inbal Yahav
Ann. Appl. Stat. 4 (1), 151-178, (March 2010) DOI: 10.1214/09-AOAS310 Open Access
KEYWORDS: Online auction, electronic commerce, functional data, Principal Component Analysis, model assumptions, random effects model, weighted least squares, clustering
Ann B. Lee, Diana Luca, Kathryn Roeder
Ann. Appl. Stat. 4 (1), 179-202, (March 2010) DOI: 10.1214/09-AOAS281 Open Access
KEYWORDS: Human genetics, Dimension reduction, multidimensional scaling, population structure, spectral embedding
Mária Süveges, Anthony C. Davison
Ann. Appl. Stat. 4 (1), 203-221, (March 2010) DOI: 10.1214/09-AOAS292 Open Access
KEYWORDS: cluster, extremal index, Extreme value theory, likelihood, model misspecification, Neuchâtel temperature data, Venezuelan rainfall data
Bhojnarine R. Rambharat, Anthony E. Brockwell
Ann. Appl. Stat. 4 (1), 222-265, (March 2010) DOI: 10.1214/09-AOAS286 Open Access
KEYWORDS: Optimal stopping, dynamic programming, Arbitrage, risk-neutral, decision, latent volatility, volatility risk premium, grid, sequential, Monte Carlo, Markov chain Monte Carlo
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
Ann. Appl. Stat. 4 (1), 266-298, (March 2010) DOI: 10.1214/09-AOAS285 Open Access
KEYWORDS: Bayesian backfitting, boosting, CART, ‎classification‎, ensemble, MCMC, Nonparametric regression, probit model, random basis, regularizatio, sum-of-trees model, Variable selection, weak learner
QiQi Lu, Robert Lund, Thomas C. M. Lee
Ann. Appl. Stat. 4 (1), 299-319, (March 2010) DOI: 10.1214/09-AOAS289 Open Access
KEYWORDS: Changepoints, Genetic algorithm, level shifts, minimum description length, periodic autoregression, time series
Elias Chaibub Neto, Mark P. Keller, Alan D. Attie, Brian S. Yandell
Ann. Appl. Stat. 4 (1), 320-339, (March 2010) DOI: 10.1214/09-AOAS288 Open Access
KEYWORDS: Causal graphical models, QTL mapping, systems genetics, Markov chain Monte Carlo, joint inference of phenotype network and genetic architecture, homogeneous conditional Gaussian regression models
Tian Siva Tian, Gareth M. James, Rand R. Wilcox
Ann. Appl. Stat. 4 (1), 340-365, (March 2010) DOI: 10.1214/09-AOAS284 Open Access
KEYWORDS: dimensionality reduction, ‎classification‎, Variable selection, variable combination, Lasso
Kenneth E. Shirley, Dylan S. Small, Kevin G. Lynch, Stephen A. Maisto, David W. Oslin
Ann. Appl. Stat. 4 (1), 366-395, (March 2010) DOI: 10.1214/09-AOAS282 Open Access
KEYWORDS: Hidden Markov models, alcoholism clinical trial, longitudinal data, mixed effects models, alcohol relapse, MCMC for mixture models
Thomas Brendan Murphy, Nema Dean, Adrian E. Raftery
Ann. Appl. Stat. 4 (1), 396-421, (March 2010) DOI: 10.1214/09-AOAS279 Open Access
KEYWORDS: Food authenticity studies, headlong search, model-based discriminant analysis, normal mixture models, semi-supervised learning, updating classification rules, Variable selection
Omkar Muralidharan
Ann. Appl. Stat. 4 (1), 422-438, (March 2010) DOI: 10.1214/09-AOAS276 Open Access
KEYWORDS: Empirical Bayes, False discovery rate, effect size estimation, empirical null, mixture prior
Brian J. Reich, Dipankar Bandyopadhyay
Ann. Appl. Stat. 4 (1), 439-459, (March 2010) DOI: 10.1214/09-AOAS278 Open Access
KEYWORDS: Binary spatial data, informative cluster size, multivariate data, periodontal data, probit regression, shared parameter model
Hua Liang, Hongyu Miao, Hulin Wu
Ann. Appl. Stat. 4 (1), 460-483, (March 2010) DOI: 10.1214/09-AOAS290 Open Access
KEYWORDS: HIV viral dynamics, ordinary differential equation, time-varying parameter, parameter identifiability, differential algebra, hybrid optimization, local polynomial smoothing, semiparametric regression
Elizabeth C. Mannshardt-Shamseldin, Richard L. Smith, Stephan R. Sain, Linda O. Mearns, Daniel Cooley
Ann. Appl. Stat. 4 (1), 484-502, (March 2010) DOI: 10.1214/09-AOAS287 Open Access
KEYWORDS: reanalysis, generalized Pareto distribution (GPD), projections of extreme events, Generalized Extreme Value (GEV) distribution
Miika Ahdesmäki, Korbinian Strimmer
Ann. Appl. Stat. 4 (1), 503-519, (March 2010) DOI: 10.1214/09-AOAS277 Open Access
KEYWORDS: Feature selection, linear discriminant analysis, Correlation, James–Stein estimator, “small n, large p” setting, correlation-adjusted t-score, False discovery rates, higher criticism
Rui Wang, Lu Tian, Tianxi Cai, L. J. Wei
Ann. Appl. Stat. 4 (1), 520-532, (March 2010) DOI: 10.1214/09-AOAS280 Open Access
KEYWORDS: Bivariate beta, conditional permutation test, erythropoiesis-stimulating agents, logit-normal, two-level hierachical model
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