VOL. 6 · NO. 4 | December 2012
Ann. Appl. Stat. 6 (4), (December 2012) Open Access
No abstract available
Ann. Appl. Stat. 6 (4), (December 2012) Open Access
No abstract available
Special Section on Mathematics of Planet Earth 2013
Tilmann Gneiting
Ann. Appl. Stat. 6 (4), 1349-1351, (December 2012) DOI: 10.1214/12-AOAS606 Open Access
KEYWORDS: Mathematics of Planet Earth 2013
No abstract available
Andrew W. Baggaley, Richard J. Boys, Andrew Golightly, Graeme R. Sarson, Anvar Shukurov
Ann. Appl. Stat. 6 (4), 1352-1376, (December 2012) DOI: 10.1214/12-AOAS579 Open Access
KEYWORDS: Bayesian inference, Population dynamics, the Neolithic, Gaussian process emulation, Markov chain Monte Carlo
Panu Erästö, Lasse Holmström, Atte Korhola, Jan Weckström
Ann. Appl. Stat. 6 (4), 1377-1405, (December 2012) DOI: 10.1214/12-AOAS540 Open Access
KEYWORDS: multiple time series, Bayesian analysis, scale space analysis, Paleoclimate, temperature reconstruction
Daniel Cooley, Richard A. Davis, Philippe Naveau
Ann. Appl. Stat. 6 (4), 1406-1429, (December 2012) DOI: 10.1214/12-AOAS554 Open Access
KEYWORDS: multivariate regular variation, threshold exceedances, angular or spectral measure, Air pollution, nitrogen dioxide monitoring
Brian J. Reich, Benjamin A. Shaby
Ann. Appl. Stat. 6 (4), 1430-1451, (December 2012) DOI: 10.1214/12-AOAS591 Open Access
KEYWORDS: Gaussian extreme value process, Generalized extreme value distribution, positive stable distribution, regional climate model
Fabio Sigrist, Hans R. Künsch, Werner A. Stahel
Ann. Appl. Stat. 6 (4), 1452-1477, (December 2012) DOI: 10.1214/12-AOAS564 Open Access
KEYWORDS: Rainfall modeling, space–time model, hierarchical Bayesian model, Markov chain Monte Carlo (MCMC), Censoring, Gaussian random field
Giovanna Jona-Lasinio, Alan Gelfand, Mattia Jona-Lasinio
Ann. Appl. Stat. 6 (4), 1478-1498, (December 2012) DOI: 10.1214/12-AOAS576 Open Access
KEYWORDS: Bayesian kriging, Gaussian processes, hierarchical model, latent variables
Janine B. Illian, Sigrunn H. Sørbye, Håvard Rue
Ann. Appl. Stat. 6 (4), 1499-1530, (December 2012) DOI: 10.1214/11-AOAS530 Open Access
KEYWORDS: Cox processes, marked point patterns, model assessment, model comparison
Trond Reitan, Tore Schweder, Jorijntje Henderiks
Ann. Appl. Stat. 6 (4), 1531-1551, (December 2012) DOI: 10.1214/12-AOAS559 Open Access
KEYWORDS: Causal model, coccolith, fossil data, latent processes, time series, Ornstein–Uhlenbeck process
S. N. Lahiri, C. Spiegelman, J. Appiah, L. Rilett
Ann. Appl. Stat. 6 (4), 1552-1587, (December 2012) DOI: 10.1214/12-AOAS587 Open Access
KEYWORDS: exchangeability, multivariate time series, nonstationarity, OD matrix estimation, OD split proportion, Resampling methods
Jeng-Min Chiou
Ann. Appl. Stat. 6 (4), 1588-1614, (December 2012) DOI: 10.1214/12-AOAS595 Open Access
KEYWORDS: clustering, discrimination, functional regression, mixture model, subspace projection, traffic flow rate, intelligent transportation system
Gelila Tilahun, Andrey Feuerverger, Michael Gervers
Ann. Appl. Stat. 6 (4), 1615-1640, (December 2012) DOI: 10.1214/12-AOAS566 Open Access
KEYWORDS: Bandwidth selection, cross-validation, medieval charters, DEEDS data set, generalized linear models, kernel smoothing, local log-likelihood, maximum prevalence method, nearest neighbor methods (kNN), Quantile regression, text mining
Candemir Çiğşar, Jerald F. Lawless
Ann. Appl. Stat. 6 (4), 1641-1663, (December 2012) DOI: 10.1214/12-AOAS560 Open Access
KEYWORDS: Internal covariates, Poisson processes, renewal processes, score tests
Yunting Sun, Nancy R. Zhang, Art B. Owen
Ann. Appl. Stat. 6 (4), 1664-1688, (December 2012) DOI: 10.1214/12-AOAS561 Open Access
KEYWORDS: EIGENSTRAT, empirical null, surrogate variable analysis
Hao Wang, Saul Shiffman, Sandra D. Griffith, Daniel F. Heitjan
Ann. Appl. Stat. 6 (4), 1689-1706, (December 2012) DOI: 10.1214/12-AOAS557 Open Access
KEYWORDS: Bayesian analysis, heaping, latent variables, longitudinal data, smoking cessation
Trina Patel, Donatello Telesca, Saji George, André E. Nel
Ann. Appl. Stat. 6 (4), 1707-1729, (December 2012) DOI: 10.1214/12-AOAS563 Open Access
KEYWORDS: Additive models, dose-response models, hierarchical models, multivariate, nanotoxicology
Vural Aksakalli, Elvan Ceyhan
Ann. Appl. Stat. 6 (4), 1730-1774, (December 2012) DOI: 10.1214/12-AOAS556 Open Access
KEYWORDS: Canadian traveler’s problem, repeated measures analysis of variance, spatial point process, stochastic optimization, stochastic obstacle scene
Qunhua Li, Jimmy K. Eng, Matthew Stephens
Ann. Appl. Stat. 6 (4), 1775-1794, (December 2012) DOI: 10.1214/12-AOAS568 Open Access
KEYWORDS: Generative model, maximum likelihood, peptide identification, proteomics
Tyler H. McCormick, Tian Zheng
Ann. Appl. Stat. 6 (4), 1795-1813, (December 2012) DOI: 10.1214/12-AOAS569 Open Access
KEYWORDS: Aggregated relational data, hard-to-reach populations, hierarchical model, Social network, survey design
Juned Siddique, Ofer Harel, Catherine M. Crespi
Ann. Appl. Stat. 6 (4), 1814-1837, (December 2012) DOI: 10.1214/12-AOAS555 Open Access
KEYWORDS: nonignorable, NMAR, MNAR, not missing at random, missing not at random
Shan Ba, V. Roshan Joseph
Ann. Appl. Stat. 6 (4), 1838-1860, (December 2012) DOI: 10.1214/12-AOAS570 Open Access
KEYWORDS: computer experiments, functional approximation, kriging, nugget, nonstationary Gaussian process
Hai Liu, Wanzhu Tu
Ann. Appl. Stat. 6 (4), 1861-1882, (December 2012) DOI: 10.1214/12-AOAS567 Open Access
KEYWORDS: bootstrap, factor-by-surface interaction, Mixed effects model, paired outcomes, penalized estimation, thin plate spline
M. Filippone, A. F. Marquand, C. R. V. Blain, S. C. R. Williams, J. Mourão-Miranda, M. Girolami
Ann. Appl. Stat. 6 (4), 1883-1905, (December 2012) DOI: 10.1214/12-AOAS562 Open Access
KEYWORDS: Multi-modality multinomial logit model, Gaussian process, hierarchical model, High-dimensional data, Markov chain Monte Carlo, Parkinsonian diseases, prediction of disease state
John A. D. Aston, Claudia Kirch
Ann. Appl. Stat. 6 (4), 1906-1948, (December 2012) DOI: 10.1214/12-AOAS565 Open Access
KEYWORDS: Epidemic change, functional time series, High-dimensional data, resting state fMRI, separable covariance structure, stationarity
Guido Masarotto, Cristiano Varin
Ann. Appl. Stat. 6 (4), 1949-1970, (December 2012) DOI: 10.1214/12-AOAS581 Open Access
KEYWORDS: Bradley–Terry model, clustering, paired comparisons, ranking, sport tournaments
Bradley Efron
Ann. Appl. Stat. 6 (4), 1971-1997, (December 2012) DOI: 10.1214/12-AOAS571 Open Access
KEYWORDS: Jeffreys prior, exponential families, deviance, generalized linear models
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