VOL. 5 · NO. 3 | September 2011
 
VIEW ALL ABSTRACTS +
Front Matter
Ann. Appl. Stat. 5 (3), (September 2011)
No abstract available
Ann. Appl. Stat. 5 (3), (September 2011)
No abstract available
Articles
Juliette Blanchet, Anthony C. Davison
Ann. Appl. Stat. 5 (3), 1699-1725, (September 2011) DOI: 10.1214/11-AOAS464
KEYWORDS: Climate space, extremal coefficient, Extreme value theory, Max-stable process, pairwise likelihood, snow depth data
Danny Pfeffermann, Victoria Landsman
Ann. Appl. Stat. 5 (3), 1726-1751, (September 2011) DOI: 10.1214/11-AOAS456
KEYWORDS: Average treatment effect, goodness of fit, Identifiability, instrumental variables, private-dependent schools, propensity scores, sample distribution
Qunhua Li, James B. Brown, Haiyan Huang, Peter J. Bickel
Ann. Appl. Stat. 5 (3), 1752-1779, (September 2011) DOI: 10.1214/11-AOAS466
KEYWORDS: reproducibility, association, mixture model, copula, iterative algorithm, irreproducible discovery rate, high-throughput experiment, genomics
Yongtao Guan, Matthew Stephens
Ann. Appl. Stat. 5 (3), 1780-1815, (September 2011) DOI: 10.1214/11-AOAS455
KEYWORDS: Bayesian regression, Variable selection, shrinkage, genome-wide, association study, multi-SNP analysis, heritability
Gail E. Potter, Mark S. Handcock, Ira M. Longini, Jr., M. Elizabeth Halloran
Ann. Appl. Stat. 5 (3), 1816-1838, (September 2011) DOI: 10.1214/11-AOAS474
KEYWORDS: Graphs, social networks, contact networks, latent variable, Epidemic model
Deepak Agarwal, Liang Zhang, Rahul Mazumder
Ann. Appl. Stat. 5 (3), 1839-1875, (September 2011) DOI: 10.1214/11-AOAS475
KEYWORDS: recommender systems, Collaborative filtering, matrix factorization, item–item similarities, graphical lasso
Corwin M. Zigler, Thomas R. Belin
Ann. Appl. Stat. 5 (3), 1876-1892, (September 2011) DOI: 10.1214/11-AOAS477
KEYWORDS: complier average causal effect, noncompliance, principal effect, Principal stratification
Yuriy Mishchenko, Liam Paninski
Ann. Appl. Stat. 5 (3), 1893-1919, (September 2011) DOI: 10.1214/11-AOAS467
KEYWORDS: Neural spike train data, fluorescence imaging, HMM, block-Gibbs sampling
O. Stenzel, V. Schmidt, H. Hassfeld, R. Thiedmann, L. J. A. Koster, S. D. Oosterhout, S. S. van Bavel, M. M. Wienk, J. Loos, R. A. J. Janssen
Ann. Appl. Stat. 5 (3), 1920-1947, (September 2011) DOI: 10.1214/11-AOAS468
KEYWORDS: marked point process, Parameter estimation, spatial statistics, Stochastic geometry, adaptive thresholding, segmentation, model fitting, simulation, model validation, exciton quenching, polymer solar cells
Sabyasachi Mukhopadhyay, Sourabh Bhattacharya, Kajal Dihidar
Ann. Appl. Stat. 5 (3), 1948-1977, (September 2011) DOI: 10.1214/11-AOAS454
KEYWORDS: Bayesian analysis, cluster analysis, Dirichlet process, Gibbs sampling, massive data, mixture analysis
Francesco C. Stingo, Yian A. Chen, Mahlet G. Tadesse, Marina Vannucci
Ann. Appl. Stat. 5 (3), 1978-2002, (September 2011) DOI: 10.1214/11-AOAS463
KEYWORDS: Bayesian variable selection, gene expression, Markov chain Monte Carlo, Markov random field prior, pathway selection
Qi Long, Matthias Chung, Carlos S. Moreno, Brent A. Johnson
Ann. Appl. Stat. 5 (3), 2003-2023, (September 2011) DOI: 10.1214/11-AOAS458
KEYWORDS: Accelerated failure time model, Feature selection, Lasso, partly linear model, penalized splines, rank estimation, risk prediction
Nicoleta Serban
Ann. Appl. Stat. 5 (3), 2024-2051, (September 2011) DOI: 10.1214/11-AOAS473
KEYWORDS: Equity, service accessibility, simultaneous confidence bands, Spatial-temporal modeling, varying coefficient model
Yu Zhang, Jing Zhang, Jun S. Liu
Ann. Appl. Stat. 5 (3), 2052-2077, (September 2011) DOI: 10.1214/11-AOAS469
KEYWORDS: Disease association study, epistasis, LD block, Bayesian methods
Debashis Paul, Jie Peng, Prabir Burman
Ann. Appl. Stat. 5 (3), 2078-2108, (September 2011) DOI: 10.1214/11-AOAS459
KEYWORDS: Autonomous dynamical systems, cross-validation, growth displacement rate, Levenberg–Marquardt method, semiparametric modeling
Zeny Feng, William W. L. Wong, Xin Gao, Flavio Schenkel
Ann. Appl. Stat. 5 (3), 2109-2130, (September 2011) DOI: 10.1214/11-AOAS465
KEYWORDS: Genetic association test, kinship-inbreeding coefficient, logistic regression, quasi-likelihood
Charlotte Soneson, Magnus Fontes
Ann. Appl. Stat. 5 (3), 2131-2149, (September 2011) DOI: 10.1214/11-AOAS460
KEYWORDS: principal components analysis, biplot, Dimension reduction, multidimensional scaling, visualization
Miguel A. Martinez-Beneito, Gonzalo García-Donato, Diego Salmerón
Ann. Appl. Stat. 5 (3), 2150-2168, (September 2011) DOI: 10.1214/11-AOAS471
KEYWORDS: Bayesian statistics, Model selection, Bayes factors, Joinpoint regression, epidemiological time series
Daniel Samarov, J. S. Marron, Yufeng Liu, Christopher Grulke, Alexander Tropsha
Ann. Appl. Stat. 5 (3), 2169-2196, (September 2011) DOI: 10.1214/11-AOAS472
KEYWORDS: kernel methods, canonical correlation analysis, indefinite kernels, drug discovery, virtual screening
Georg M. Goerg
Ann. Appl. Stat. 5 (3), 2197-2230, (September 2011) DOI: 10.1214/11-AOAS457
KEYWORDS: Family of skewed distributions, skewness, transformation of random variables, Lambert W, latent variables, stylized facts of asset returns, value at risk, GARCH
Thomas Kitching, Sreekumar Balan, Gary Bernstein, Matthias Bethge, Sarah Bridle, Frederic Courbin, Marc Gentile, Alan Heavens, Michael Hirsch, Reshad Hosseini, Alina Kiessling, Adam Amara, Donnacha Kirk, Konrad Kuijken, Rachel Mandelbaum, Baback Moghaddam, Guldariya Nurbaeva, Stephane Paulin-Henriksson, Anais Rassat, Jason Rhodes, Bernhard Schölkopf, John Shawe-Taylor, Mandeep Gill, Marina Shmakova, Andy Taylor, Malin Velander, Ludovic van Waerbeke, Dugan Witherick, David Wittman, Stefan Harmeling, Catherine Heymans, Richard Massey, Barnaby Rowe, Tim Schrabback, Lisa Voigt
Ann. Appl. Stat. 5 (3), 2231-2263, (September 2011) DOI: 10.1214/11-AOAS484
KEYWORDS: statistical inference, imaging processing, cosmology
Back to Top