VOL. 2 · NO. 4 | December 2008
Ann. Appl. Stat. 2 (4), (December 2008) Open Access
No abstract available
Ann. Appl. Stat. 2 (4), (December 2008) Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
KEYWORDS: Nonstationary covariance function, processes on spheres, TOMS ozone data, fast Fourier transform
Hui Zou, Ji Zhu, Trevor Hastie
Ann. Appl. Stat. 2 (4), 1290-1306, (December 2008) DOI: 10.1214/08-AOAS198 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
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 Open Access
KEYWORDS: Quantile estimation, Monte Carlo methods, variance reduction, computer experiments
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