VOL. 7 · NO. 2 | June 2013
 
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Frontmatter
Ann. Appl. Stat. 7 (2), (June 2013)
No abstract available
Ann. Appl. Stat. 7 (2), (June 2013)
No abstract available
Articles
Thomas Rusch, Paul Hofmarcher, Reinhold Hatzinger, Kurt Hornik
Ann. Appl. Stat. 7 (2), 613-639, (June 2013) DOI: 10.1214/12-AOAS618
KEYWORDS: Afghanistan, count data, database data, latent Dirichlet allocation, model-based recursive partitioning, WikiLeaks, computational social science, tree stability, tree validation, text mining
Bledar A. Konomi, Soma S. Dhavala, Jianhua Z. Huang, Subrata Kundu, David Huitink, Hong Liang, Yu Ding, Bani K. Mallick
Ann. Appl. Stat. 7 (2), 640-668, (June 2013) DOI: 10.1214/12-AOAS616
KEYWORDS: Object classification, image processing, image segmentation, nanoparticles, granulometry, Markov chain Monte Carlo, Bayesian shape analysis
Andrew Crossett, Ann B. Lee, Lambertus Klei, Bernie Devlin, Kathryn Roeder
Ann. Appl. Stat. 7 (2), 669-690, (June 2013) DOI: 10.1214/12-AOAS598
KEYWORDS: Covariance estimation, cryptic relatedness, genome-wide association, heritability, kinship
Ricardo Henao, J. Will Thompson, M. Arthur Moseley, Geoffrey S. Ginsburg, Lawrence Carin, Joseph E. Lucas
Ann. Appl. Stat. 7 (2), 691-713, (June 2013) DOI: 10.1214/13-AOAS639
KEYWORDS: Proteomics data, hierarchical factor model, Coalescent
Julia Mortera, Paola Vicard, Cecilia Vergari
Ann. Appl. Stat. 7 (2), 714-738, (June 2013) DOI: 10.1214/12-AOAS625
KEYWORDS: Antitrust Authority, Bayesian networks, mergers, model integration, prisoner’s dilemma, repeated games
Brian Reich, Daniel Cooley, Kristen Foley, Sergey Napelenok, Benjamin Shaby
Ann. Appl. Stat. 7 (2), 739-762, (June 2013) DOI: 10.1214/13-AOAS628
KEYWORDS: Bayesian hierarchical modeling, generalized Pareto distribution, spatial data analysis, statistical downscaling
Pasquale Valentini, Luigi Ippoliti, Lara Fontanella
Ann. Appl. Stat. 7 (2), 763-798, (June 2013) DOI: 10.1214/12-AOAS613
KEYWORDS: House prices, Bayesian inference, dynamic factor models, spatio-temporal models, cointegration, Lattice data
Vinicius Diniz Mayrink, Joseph Edward Lucas
Ann. Appl. Stat. 7 (2), 799-822, (June 2013) DOI: 10.1214/12-AOAS607
KEYWORDS: factor model, interactions, sparsity prior, microarray, copy number alteration
Gwenaël G. R. Leday, Aad W. van der Vaart, Wessel N. van Wieringen, Mark A. van de Wiel
Ann. Appl. Stat. 7 (2), 823-845, (June 2013) DOI: 10.1214/12-AOAS605
KEYWORDS: DNA copy number, mRNA expression, regression splines, constrained inference, Model selection, confidence bands
Joseph B. Kadane, Ferdinand L. Næshagen
Ann. Appl. Stat. 7 (2), 846-859, (June 2013) DOI: 10.1214/12-AOAS612
KEYWORDS: Dual systems, com-binomial distribution, demography, integrated likelihood
Travis L. Gaydos, Nancy E. Heckman, Mark Kirkpatrick, J. R. Stinchcombe, Johanna Schmitt, Joel Kingsolver, J. S. Marron
Ann. Appl. Stat. 7 (2), 860-882, (June 2013) DOI: 10.1214/12-AOAS603
KEYWORDS: principal components, evolutionary biology, genetic constraints
Jie Ding, Lorenzo Trippa, Xiaogang Zhong, Giovanni Parmigiani
Ann. Appl. Stat. 7 (2), 883-903, (June 2013) DOI: 10.1214/12-AOAS604
KEYWORDS: somatic mutations, drivers and passengers, hierarchical Bayesian model, pancreatic and breast cancer
Jiaping Wang, Hongtu Zhu, Jianqing Fan, Kelly Giovanello, Weili Lin
Ann. Appl. Stat. 7 (2), 904-935, (June 2013) DOI: 10.1214/12-AOAS609
KEYWORDS: Frequency domain, functional magnetic resonance imaging, weighted least square estimate, multiscale adaptive smoothing model
Richard B. Chandler, J. Andrew Royle
Ann. Appl. Stat. 7 (2), 936-954, (June 2013) DOI: 10.1214/12-AOAS610
KEYWORDS: Abundance estimation, camera traps, Data augmentation, hierarchical models, $N$-mixture model, Neyman–Scott process, Poisson cluster process, point counts, Spatial capture–recapture, spatial point process, population density
Alberto Sorrentino, Adam M. Johansen, John A. D. Aston, Thomas E. Nichols, Wilfrid S. Kendall
Ann. Appl. Stat. 7 (2), 955-988, (June 2013) DOI: 10.1214/12-AOAS611
KEYWORDS: Magnetoencephalography, multi-object tracking, particle filtering, resample-move
Kanti V. Mardia, Christopher J. Fallaize, Stuart Barber, Richard M. Jackson, Douglas L. Theobald
Ann. Appl. Stat. 7 (2), 989-1009, (June 2013) DOI: 10.1214/12-AOAS615
KEYWORDS: morphometrics, protein bioinformatics, similarity transformations, statistical shape analysis, unlabeled shape analysis
Duy Q. Vu, David R. Hunter, Michael Schweinberger
Ann. Appl. Stat. 7 (2), 1010-1039, (June 2013) DOI: 10.1214/12-AOAS617
KEYWORDS: social networks, stochastic block models, finite mixture models, EM Algorithms, generalized EM algorithms, variational EM algorithms, MM algorithms
Gilles Faÿ, Jacques Delabrouille, Gérard Kerkyacharian, Dominique Picard
Ann. Appl. Stat. 7 (2), 1040-1073, (June 2013) DOI: 10.1214/12-AOAS619
KEYWORDS: Nonparametric test, isotropy test, multiple tests, ultrahigh energy cosmic rays, wavelet procedure
Terrance D. Savitsky, Susan M. Paddock
Ann. Appl. Stat. 7 (2), 1074-1094, (June 2013) DOI: 10.1214/12-AOAS620
KEYWORDS: Bayesian hierarchical models, Conditional autoregressive prior, Dirichlet process, group therapy, mental health, substance abuse treatment, growth curve
I-Ping Tu, Shao-Hsuan Wang, Yuan-Fu Huang
Ann. Appl. Stat. 7 (2), 1095-1110, (June 2013) DOI: 10.1214/12-AOAS622
KEYWORDS: DNA palindrome, genome sequence, hairpin structure, higher order Markov model, hot-spot, Markov model, occurrence rate, Poisson process, power, $p$-value, segmented Markov model
Ran Zhang, Claudia Czado, Karin Sigloch
Ann. Appl. Stat. 7 (2), 1111-1138, (June 2013) DOI: 10.1214/12-AOAS623
KEYWORDS: High-dimensional inverse problems, seismic tomography, Bayesian linear model, Markov chain Monte Carlo, spatial prior
Bradford S. Westgate, Dawn B. Woodard, David S. Matteson, Shane G. Henderson
Ann. Appl. Stat. 7 (2), 1139-1161, (June 2013) DOI: 10.1214/13-AOAS626
KEYWORDS: Reversible jump, Markov chain Monte Carlo, map-matching, Global Positioning System, emergency medical services
Michael L. Stein, Jie Chen, Mihai Anitescu
Ann. Appl. Stat. 7 (2), 1162-1191, (June 2013) DOI: 10.1214/13-AOAS627
KEYWORDS: Gaussian process, unbiased estimating equations, Hutchinson trace estimators, maximum likelihood, iterative methods, preconditioning
Florence Forbes, Myriam Charras-Garrido, Lamiae Azizi, Senan Doyle, David Abrial
Ann. Appl. Stat. 7 (2), 1192-1216, (June 2013) DOI: 10.1214/13-AOAS629
KEYWORDS: ‎classification‎, discrete hidden Markov random field, disease mapping, Poisson mixtures, Potts model, variational EM
Makram Talih
Ann. Appl. Stat. 7 (2), 1217-1243, (June 2013) DOI: 10.1214/12-AOAS621
KEYWORDS: Epidemiological methods, health inequalities, alpha–gamma divergence, survey data, Taylor series linearization, rescaled bootstrap
Yuao Hu, Ye Tian, Heng Lian
Ann. Appl. Stat. 7 (2), 1244-1246, (June 2013) DOI: 10.1214/13-AOAS640
No abstract available
Corrections
Michael R. Kosorok
Ann. Appl. Stat. 7 (2), 1247, (June 2013) DOI: 10.1214/13-AOAS636
No abstract available
Andrew Gelman
Ann. Appl. Stat. 7 (2), 1248, (June 2013) DOI: 10.1214/13-AOAS641
No abstract available
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