VOL. 2 · NO. 4 | December 2008
 
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Frontmatter
Ann. Appl. Stat. 2 (4), (December 2008)
No abstract available
Ann. Appl. Stat. 2 (4), (December 2008)
No abstract available
Special Section on Atmospheric Science
Montserrat Fuentes, Peter Guttorp, Michael L. Stein
Ann. Appl. Stat. 2 (4), 1143-1147, (December 2008) DOI: 10.1214/08-AOAS209
KEYWORDS: Meteorology, precipitation forecasting, Markov models, data assimilation, Air pollution, Climate change
No abstract available
Montserrat Fuentes, Brian Reich, Gyuwon Lee
Ann. Appl. Stat. 2 (4), 1148-1169, (December 2008) DOI: 10.1214/08-AOAS166
KEYWORDS: Conditionally autoregressive models, full symmetry, nonstationarity, rainfall modelling, spatial logistic regression, spatial–temporal models
Veronica J. Berrocal, Adrian E. Raftery, Tilmann Gneiting
Ann. Appl. Stat. 2 (4), 1170-1193, (December 2008) DOI: 10.1214/08-AOAS203
KEYWORDS: Discrete-continuous distribution, ensemble forecast, gamma distribution, latent Gaussian process, numerical weather prediction, power truncated normal model, probit model, Tobit model
Huiyan Sang, Alan E. Gelfand, Chris Lennard, Gabriele Hegerl, Bruce Hewitson
Ann. Appl. Stat. 2 (4), 1194-1216, (December 2008) DOI: 10.1214/08-AOAS174
KEYWORDS: Bivariate spatial predictive process, space–time models, Markov chain Monte Carlo, model choice, vector autoregressive model
Dorin Drignei, Chris E. Forest, Doug Nychka
Ann. Appl. Stat. 2 (4), 1217-1230, (December 2008) DOI: 10.1214/08-AOAS210
KEYWORDS: Equilibrium climate sensitivity, observed and modeled climate, space–time modeling, statistical surrogate, temperature data
Anders Malmberg, Avelino Arellano, David P. Edwards, Natasha Flyer, Doug Nychka, Christopher Wikle
Ann. Appl. Stat. 2 (4), 1231-1248, (December 2008) DOI: 10.1214/08-AOAS168
KEYWORDS: Carbon monoxide, satellite data, Bayesian hierarchical models, interpolation, data assimilation
Gavin Shaddick, Duncan Lee, James V. Zidek, Ruth Salway
Ann. Appl. Stat. 2 (4), 1249-1270, (December 2008) DOI: 10.1214/08-AOAS177
KEYWORDS: environmental epidemiology, Air pollution, personal exposure simulator, Bayesian hierarchical models
Mikyoung Jun, Michael L. Stein
Ann. Appl. Stat. 2 (4), 1271-1289, (December 2008) DOI: 10.1214/08-AOAS183
KEYWORDS: Nonstationary covariance function, processes on spheres, TOMS ozone data, fast Fourier transform
Articles
Hui Zou, Ji Zhu, Trevor Hastie
Ann. Appl. Stat. 2 (4), 1290-1306, (December 2008) DOI: 10.1214/08-AOAS198
KEYWORDS: boosting, Fisher-consistent losses, multicategory classification
Qing Zhou, Wing Hung Wong
Ann. Appl. Stat. 2 (4), 1307-1331, (December 2008) DOI: 10.1214/08-AOAS196
KEYWORDS: Monte Carlo, cluster tree, sublevel set, connected component, disconnectivity graph, posterior distribution, sequence segmentation, change point
Armin Schwartzman
Ann. Appl. Stat. 2 (4), 1332-1359, (December 2008) DOI: 10.1214/08-AOAS184
KEYWORDS: multiple testing, Multiple comparisons, mixture model, Poisson regression, genome-wide association, brain imaging
Andrew Gelman, Aleks Jakulin, Maria Grazia Pittau, Yu-Sung Su
Ann. Appl. Stat. 2 (4), 1360-1383, (December 2008) DOI: 10.1214/08-AOAS191
KEYWORDS: Bayesian inference, generalized linear model, least squares, hierarchical model, Linear regression, logistic regression, multilevel model, noninformative prior distribution, weakly informative prior distribution
Yangxin Huang, Tao Lu
Ann. Appl. Stat. 2 (4), 1384-1408, (December 2008) DOI: 10.1214/08-AOAS192
KEYWORDS: AIDS, antiretroviral drug therapy, Bayesian nonlinear mixed-effects models, time-varying drug efficacy, long-term HIV dynamics, longitudinal data
Yang Yang, Peter Gilbert, Ira M. Longini, Jr., M. Elizabeth Halloran
Ann. Appl. Stat. 2 (4), 1409-1431, (December 2008) DOI: 10.1214/08-AOAS193
KEYWORDS: Vaccine efficacy, Bayesian, MCMC, measurement error, copula
Li Qin, Yuedong Wang
Ann. Appl. Stat. 2 (4), 1432-1451, (December 2008) DOI: 10.1214/08-AOAS185
KEYWORDS: EEG, Epilepsy, GACV, GML, locally stationary process, Permutation test, smoothing parameter, smoothing spline, SS ANOVA
Isobel Claire Gormley, Thomas Brendan Murphy
Ann. Appl. Stat. 2 (4), 1452-1477, (December 2008) DOI: 10.1214/08-AOAS178
KEYWORDS: rank data, Mixture models, generalized linear models, EM algorithm, MM algorithm
Paul Gustafson, Geneviève Lefebvre
Ann. Appl. Stat. 2 (4), 1478-1502, (December 2008) DOI: 10.1214/08-AOAS188
KEYWORDS: Bayesian model averaging, ‎classification‎, Markov chain Monte Carlo, multinomial models
Hsieh Fushing, Li Zhu, David I. Shapiro-Ilan, James F. Campbell, Edwin E. Lewis
Ann. Appl. Stat. 2 (4), 1503-1522, (December 2008) DOI: 10.1214/08-AOAS189
KEYWORDS: Extremists, Heterogeneity, interval censoring, logistic regression, maximum likelihood estimation, Nematode, Parasite infection, Weibull distribution
Tommaso Proietti, Alessandra Luati
Ann. Appl. Stat. 2 (4), 1523-1553, (December 2008) DOI: 10.1214/08-AOAS195
KEYWORDS: Henderson filter, trend estimation, Musgrave asymmetric filters
Claire Cannamela, Josselin Garnier, Bertrand Iooss
Ann. Appl. Stat. 2 (4), 1554-1580, (December 2008) DOI: 10.1214/08-AOAS186
KEYWORDS: Quantile estimation, Monte Carlo methods, variance reduction, computer experiments
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