VOL. 5 · NO. 2B | June 2011
 
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Frontmatter
Ann. Appl. Stat. 5 (2B), (June 2011)
No abstract available
Ann. Appl. Stat. 5 (2B), (June 2011)
No abstract available
Special Section on Statistics and Neuroscience
Karen Kafadar
Ann. Appl. Stat. 5 (2B), 1127-1131, (June 2011) DOI: 10.1214/11-AOAS485
KEYWORDS: brain imaging, exploratory analysis, nonparametric fitting, Model selection, signal detection, functional magnetic resonance imaging (fMRI)
Xiaoyan Shi, Joseph G. Ibrahim, Jeffrey Lieberman, Martin Styner, Yimei Li, Hongtu Zhu
Ann. Appl. Stat. 5 (2B), 1132-1158, (June 2011) DOI: 10.1214/11-AOAS480
KEYWORDS: Hippocampus shape, longitudinal data, time-dependent covariate, two-stage adjusted exponentially tilted empirical likelihood
Vincent Q. Vu, Pradeep Ravikumar, Thomas Naselaris, Kendrick N. Kay, Jack L. Gallant, Bin Yu
Ann. Appl. Stat. 5 (2B), 1159-1182, (June 2011) DOI: 10.1214/11-AOAS476
KEYWORDS: neuroscience, vision, fMRI, nonparametric, prediction
Sourabh Bhattacharya, Ranjan Maitra
Ann. Appl. Stat. 5 (2B), 1183-1206, (June 2011) DOI: 10.1214/11-AOAS470
KEYWORDS: Attentional control network, Bayesian analysis, Dirichlet process, effective connectivity analysis, fMRI, Gibbs sampling, temporal correlation
Christopher J. Long, Patrick L. Purdon, Simona Temereanca, Neil U. Desai, Matti S. Hämäläinen, Emery N. Brown
Ann. Appl. Stat. 5 (2B), 1207-1228, (June 2011) DOI: 10.1214/11-AOAS483
KEYWORDS: Magnetoencephalography, source localization, Kalman filter, fixed interval smoother
Yuriy Mishchenko, Joshua T. Vogelstein, Liam Paninski
Ann. Appl. Stat. 5 (2B), 1229-1261, (June 2011) DOI: 10.1214/09-AOAS303
KEYWORDS: sequential Monte Carlo, Metropolis–Hastings, spike train data, point process, generalized linear model
Robert E. Kass, Ryan C. Kelly, Wei-Liem Loh
Ann. Appl. Stat. 5 (2B), 1262-1292, (June 2011) DOI: 10.1214/10-AOAS429
KEYWORDS: Discrete-time approximation, loglinear model, Marked process, nonstationary point process, simultaneous events, spike train, synchrony detection
Sofia C. Olhede, Brandon Whitcher
Ann. Appl. Stat. 5 (2B), 1293-1327, (June 2011) DOI: 10.1214/10-AOAS441
KEYWORDS: Anisotropy, asymmetry, magnetic resonance imaging, diffusion weighted imaging, nonparametric
Articles
Jenný Brynjarsdóttir, L. Mark Berliner
Ann. Appl. Stat. 5 (2B), 1328-1359, (June 2011) DOI: 10.1214/10-AOAS452
KEYWORDS: Boreholes, borrowing strength, heat equation, Paleoclimate, physical-statistical modeling, climate proxies, sensitivity analyses
Lorenzo Trippa, Giovanni Parmigiani
Ann. Appl. Stat. 5 (2B), 1360-1378, (June 2011) DOI: 10.1214/10-AOAS438
KEYWORDS: Cancer genome studies, genome-wide studies, False discovery rate, multiple hypothesis testing, somatic mutations
David S. Matteson, Mathew W. McLean, Dawn B. Woodard, Shane G. Henderson
Ann. Appl. Stat. 5 (2B), 1379-1406, (June 2011) DOI: 10.1214/10-AOAS442
KEYWORDS: Ambulance planning, dynamic factor model, nonhomogeneous Poisson process, integer-valued time series, smoothing splines
Nozer D. Singpurwalla
Ann. Appl. Stat. 5 (2B), 1407-1424, (June 2011) DOI: 10.1214/10-AOAS453
KEYWORDS: decision making, information fusion, logistic regression, principle of conditionalization, probability assessments, simulated likelihoods, socio-psychological modeling
Andrew C. Thomas, Stephen E. Fienberg
Ann. Appl. Stat. 5 (2B), 1425-1427, (June 2011) DOI: 10.1214/11-AOAS453A
No abstract available
Vishesh Karwa, Aleksandra B. Slavković, Eric T. Donnell
Ann. Appl. Stat. 5 (2B), 1428-1455, (June 2011) DOI: 10.1214/10-AOAS440
KEYWORDS: Causal inference, potential outcomes, causal Bayesian networks, observational studies, transportation safety, nighttime crash data
Saijuan Zhang, Raymond J. Carroll, Douglas Midthune, Patricia M. Guenther, Susan M. Krebs-Smith, Victor Kipnis, Kevin W. Dodd, Dennis W. Buckman, Janet A. Tooze, Laurence Freedman
Ann. Appl. Stat. 5 (2B), 1456-1487, (June 2011) DOI: 10.1214/10-AOAS446
KEYWORDS: Bayesian methods, dietary assessment, latent variables, measurement error, mixed models, nutritional epidemiology, nutritional surveillance, zero-inflated data
Leanna L. House, Merlise A. Clyde, Robert L. Wolpert
Ann. Appl. Stat. 5 (2B), 1488-1511, (June 2011) DOI: 10.1214/10-AOAS450
KEYWORDS: Gamma random field, kernel regression, Lévy random fields, reversible jump Markov chain Monte Carlo, Wavelets
Irene Rocchetti, John Bunge, Dankmar Böhning
Ann. Appl. Stat. 5 (2B), 1512-1533, (June 2011) DOI: 10.1214/10-AOAS436
KEYWORDS: Chao–Bunge estimator, Katz distribution, species problem, negative binomial distribution, weighted linear regression, zero-truncation
David Knowles, Zoubin Ghahramani
Ann. Appl. Stat. 5 (2B), 1534-1552, (June 2011) DOI: 10.1214/10-AOAS435
KEYWORDS: nonparametric Bayes, Sparsity, factor analysis, Markov chain Monte Carlo, Indian buffet process
Andrea Tancredi, Brunero Liseo
Ann. Appl. Stat. 5 (2B), 1553-1585, (June 2011) DOI: 10.1214/10-AOAS447
KEYWORDS: Capture–recapture methods, Conditional independence, Gibbs sampling, Metropolis–Hastings, record linkage
Rensheng R. Zhou, Nicoleta Serban, Nagi Gebraeel
Ann. Appl. Stat. 5 (2B), 1586-1610, (June 2011) DOI: 10.1214/10-AOAS448
KEYWORDS: Condition Monitoring, functional principal component analysis, nonparametric estimation, residual life distribution, sparse degradation signal
Björn Bornkamp, Frank Bretz, Holger Dette, José Pinheiro
Ann. Appl. Stat. 5 (2B), 1611-1631, (June 2011) DOI: 10.1214/10-AOAS445
KEYWORDS: Dose-response, drug development, minimum effective dose, optimal design, shrinkage approach
Eric Gautier
Ann. Appl. Stat. 5 (2B), 1632-1656, (June 2011) DOI: 10.1214/10-AOAS443
KEYWORDS: inequality, wealth distribution, survey methodology, Bayesian statistics, MCMC
Jo Bovy, David W. Hogg, Sam T. Roweis
Ann. Appl. Stat. 5 (2B), 1657-1677, (June 2011) DOI: 10.1214/10-AOAS439
KEYWORDS: Bayesian inference, Density estimation, Expectation–Maximization, missing data, multivariate estimation, noise
Qingzhao Yu, Steven N. MacEachern, Mario Peruggia
Ann. Appl. Stat. 5 (2B), 1678-1698, (June 2011) DOI: 10.1214/10-AOAS444
KEYWORDS: Automatic modeling, data-splitting, human intervention, model averaging
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