VOL. 1 · NO. 1 | June 2007
Ann. Appl. Stat. 1 (1), (June 2007) Open Access
No abstract available
Ann. Appl. Stat. 1 (1), (June 2007) Open Access
No abstract available
Ann. Appl. Stat. 1 (1), (June 2007) Open Access
No abstract available
D. R. Cox
Ann. Appl. Stat. 1 (1), 1-16, (June 2007) DOI: 10.1214/07-AOAS113 Open Access
KEYWORDS: Design of investigations, measurement, model choice, algorithmic method, interpretation, analysis strategy
David M. Blei, John D. Lafferty
Ann. Appl. Stat. 1 (1), 17-35, (June 2007) DOI: 10.1214/07-AOAS114 Open Access
KEYWORDS: hierarchical models, approximate posterior inference, variational methods, text analysis
Qing Zhou, Wing Hung Wong
Ann. Appl. Stat. 1 (1), 36-65, (June 2007) DOI: 10.1214/07-AOAS103 Open Access
KEYWORDS: Cis-regulatory module, motif discovery, comparative genomics, coupled hidden Markov model, Markov chain Monte Carlo, dynamic programming
Anita Araneda, Stephen E. Fienberg, Alvaro Soto
Ann. Appl. Stat. 1 (1), 66-84, (June 2007) DOI: 10.1214/07-AOAS115 Open Access
KEYWORDS: Bayesian models, graphical models, Hidden Markov models, importance sampling, particle filtering, SLAM
Michael A. Newton, Fernando A. Quintana, Johan A. den Boon, Srikumar Sengupta, Paul Ahlquist
Ann. Appl. Stat. 1 (1), 85-106, (June 2007) DOI: 10.1214/07-AOAS104 Open Access
KEYWORDS: Conditional testing, gene ontology, gene set enrichment analysis, selection versus average evidence, host-virus association in nasopharyngeal carcinoma, significance analysis of function and expression
Bradley Efron, Robert Tibshirani
Ann. Appl. Stat. 1 (1), 107-129, (June 2007) DOI: 10.1214/07-AOAS101 Open Access
KEYWORDS: multiple testing, gene set enrichment, Hypothesis testing
R. Dennis Cook, Liqiang Ni
Ann. Appl. Stat. 1 (1), 130-151, (June 2007) DOI: 10.1214/07-AOAS112 Open Access
KEYWORDS: Assigned scores, nonlinear models, transform-both-sides
David M. Seo, Pascal J. Goldschmidt-Clermont, Mike West
Ann. Appl. Stat. 1 (1), 152-178, (June 2007) DOI: 10.1214/07-AOAS110 Open Access
KEYWORDS: Animal–human extrapolation, atherosclerosis risk factors, gene-environment interactions, gene expression signatures, multivariate anova, latent factor models, sparse statistical modeling
Alexander Gordon, Galina Glazko, Xing Qiu, Andrei Yakovlev
Ann. Appl. Stat. 1 (1), 179-190, (June 2007) DOI: 10.1214/07-AOAS102 Open Access
KEYWORDS: multiple testing, stability, Bonferroni method, microarray data
Michael L. Stein
Ann. Appl. Stat. 1 (1), 191-210, (June 2007) DOI: 10.1214/07-AOAS106 Open Access
KEYWORDS: Spherical process, axially symmetric process, TOMS
Yang Yang, Ira M. Longini Jr., M. Elizabeth Halloran
Ann. Appl. Stat. 1 (1), 211-228, (June 2007) DOI: 10.1214/07-AOAS105 Open Access
KEYWORDS: Resampling, permutation, hypothesis test, infectious disease, transmission, likelihood ratio, MLE
Leontine Alkema, Adrian E. Raftery, Samuel J. Clark
Ann. Appl. Stat. 1 (1), 229-248, (June 2007) DOI: 10.1214/07-AOAS111 Open Access
KEYWORDS: HIV/AIDS, predictive distribution, prevalence, random effects model, sampling importance resampling, susceptible-infected model, UNAIDS estimation and projection package, uncertainty assessment
Brian J. Reich, Montserrat Fuentes
Ann. Appl. Stat. 1 (1), 249-264, (June 2007) DOI: 10.1214/07-AOAS108 Open Access
KEYWORDS: hierarchical Bayesian model, multivariate data, spatial statistics, stick-breaking prior, wind fields
Peter D. Hoff
Ann. Appl. Stat. 1 (1), 265-283, (June 2007) DOI: 10.1214/07-AOAS107 Open Access
KEYWORDS: Bayesian inference, latent variable model, marginal likelihood, Markov chain Monte Carlo, multivariate estimation, polychoric correlation, rank likelihood, sufficiency
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