VOL. 9 · NO. 3 | September 2015
 
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Frontmatter
Ann. Appl. Stat. 9 (3), (September 2015)
No abstract available
Ann. Appl. Stat. 9 (3), (September 2015)
No abstract available
Articles
Małgorzata Bogdan, Ewout van den Berg, Chiara Sabatti, Weijie Su, Emmanuel J. Candès
Ann. Appl. Stat. 9 (3), 1103-1140, (September 2015) DOI: 10.1214/15-AOAS842
KEYWORDS: Sparse regression, Variable selection, False discovery rate, Lasso, sorted $\ell_{1}$ penalized estimation (SLOPE)
Robert B. Gramacy, Derek Bingham, James Paul Holloway, Michael J. Grosskopf, Carolyn C. Kuranz, Erica Rutter, Matt Trantham, R. Paul Drake
Ann. Appl. Stat. 9 (3), 1141-1168, (September 2015) DOI: 10.1214/15-AOAS850
KEYWORDS: Emulator, tuning, Nonparametric regression, big data, local Gaussian process, mesh adaptive direct search (MADS), modularization
Peter D. Hoff
Ann. Appl. Stat. 9 (3), 1169-1193, (September 2015) DOI: 10.1214/15-AOAS839
KEYWORDS: Array normal, Bayesian inference, event data, international relations, network, Tucker product, vector autoregression
Lasse Holmström, Liisa Ilvonen, Heikki Seppä, Siim Veski
Ann. Appl. Stat. 9 (3), 1194-1225, (September 2015) DOI: 10.1214/15-AOAS832
KEYWORDS: Bayesian modeling, Paleoclimate, regression, space–time modeling, temperature proxy
Luke B. Smith, Montserrat Fuentes, Penny Gordon-Larsen, Brian J. Reich
Ann. Appl. Stat. 9 (3), 1226-1246, (September 2015) DOI: 10.1214/15-AOAS841
KEYWORDS: Quantile regression, longitudinal, multivariate, Bayesian, blood pressure
Rachael Maltiel, Adrian E. Raftery, Tyler H. McCormick, Aaron J. Baraff
Ann. Appl. Stat. 9 (3), 1247-1277, (September 2015) DOI: 10.1214/15-AOAS827
KEYWORDS: Aggregated relational data, barrier effect, HIV/AIDS, recall bias, Social network, transmission bias
Sergiusz Wesolowski, Robert J. Contreras, Wei Wu
Ann. Appl. Stat. 9 (3), 1278-1297, (September 2015) DOI: 10.1214/15-AOAS847
KEYWORDS: Spike train metrics, Euclidean summary statistics, mean spike train, neural coding, geniculate ganglion, background noise removal
Fabian E. Bachl, Alex Lenkoski, Thordis L. Thorarinsdottir, Christoph S. Garbe
Ann. Appl. Stat. 9 (3), 1298-1327, (September 2015) DOI: 10.1214/15-AOAS835
KEYWORDS: Gaussian Markov random field, Horn and Schunck model, integrated continuity equation, integrated nested Laplace approximation (INLA), optical flow, remote sensing, satellite data, Saharan dust storm, storm tracking
Michael Scheuerer, David Möller
Ann. Appl. Stat. 9 (3), 1328-1349, (September 2015) DOI: 10.1214/15-AOAS843
KEYWORDS: continuous ranked probability score, density forecast, ensemble prediction system, numerical weather prediction, Gaussian process
Benjamin Letham, Cynthia Rudin, Tyler H. McCormick, David Madigan
Ann. Appl. Stat. 9 (3), 1350-1371, (September 2015) DOI: 10.1214/15-AOAS848
KEYWORDS: Bayesian analysis, ‎classification‎, interpretability
Alexandra M. Schmidt, Marco A. Rodríguez, Estelina S. Capistrano
Ann. Appl. Stat. 9 (3), 1372-1393, (September 2015) DOI: 10.1214/15-AOAS838
KEYWORDS: Bayesian inference, covariate-in-correlation function, Gaussian process, geometric anisotropy, lake shorelines, Perca flavescens, spatial confounding
Matt Taddy
Ann. Appl. Stat. 9 (3), 1394-1414, (September 2015) DOI: 10.1214/15-AOAS831
KEYWORDS: distributed computing, MapReduce, logistic regression, Lasso, text analysis, multinomial inverse regression, computational social science
Jukka Ranta, Roland Lindqvist, Ingrid Hansson, Pirkko Tuominen, Maarten Nauta
Ann. Appl. Stat. 9 (3), 1415-1432, (September 2015) DOI: 10.1214/15-AOAS845
KEYWORDS: Bayesian modeling, hierarchical models, evidence synthesis, uncertainty, OpenBUGS, 2D Monte Carlo, quantitative microbiological risk assessment, food safety, Campylobacter
Estela Bee Dagum, Silvia Bianconcini
Ann. Appl. Stat. 9 (3), 1433-1458, (September 2015) DOI: 10.1214/15-AOAS856
KEYWORDS: Recession and recovery analysis, reproducing kernels, seasonally adjusted data, Musgrave filters, time-varying bandwidth selection, US economy
P. Richard Hahn, Indranil Goswami, Carl F. Mela
Ann. Appl. Stat. 9 (3), 1459-1483, (September 2015) DOI: 10.1214/15-AOAS830
KEYWORDS: Behavioral game theory, hierarchical modeling, partial identification
J. R. Lockwood, Terrance D. Savitsky, Daniel F. McCaffrey
Ann. Appl. Stat. 9 (3), 1484-1509, (September 2015) DOI: 10.1214/15-AOAS833
KEYWORDS: Teaching quality, teacher value-added, Bayesian hierarchical models, ordinal data, latent variable models
D. E. Fishkind, V. Lyzinski, H. Pao, L. Chen, C. E. Priebe
Ann. Appl. Stat. 9 (3), 1510-1532, (September 2015) DOI: 10.1214/15-AOAS834
KEYWORDS: Vertex nomination, Stochastic block model, Graph matching, spectral partitioning
Irina Ostrovnaya, Venkatraman E. Seshan, Colin B. Begg
Ann. Appl. Stat. 9 (3), 1533-1548, (September 2015) DOI: 10.1214/15-AOAS836
KEYWORDS: Mutational testing, cancer pathology
Thomas A. Murray, Brian P. Hobbs, Bradley P. Carlin
Ann. Appl. Stat. 9 (3), 1549-1570, (September 2015) DOI: 10.1214/15-AOAS840
KEYWORDS: Bayesian hierarchical model, Clinical trials, colorectal cancer, commensurate prior, computed tomographic imaging, evidence synthesis, mixture priors, penalized splines, proportional hazards, semiparametric methods
Li Liu, Jing Lei, Kathryn Roeder
Ann. Appl. Stat. 9 (3), 1571-1600, (September 2015) DOI: 10.1214/15-AOAS844
KEYWORDS: Autism spectrum disorder, Hidden Markov random field, neighborhood selection, network estimation, risk gene discovery
Zhao-Hua Lu, Sy-Miin Chow, Andrew Sherwood, Hongtu Zhu
Ann. Appl. Stat. 9 (3), 1601-1620, (September 2015) DOI: 10.1214/15-AOAS846
KEYWORDS: Irregularly spaced longitudinal data, population estimation, nonlinear process, latent process, Markov chain Monte Carlo, multiresolution algorithm
Jun Ye, Yehua Li, Yongtao Guan
Ann. Appl. Stat. 9 (3), 1621-1642, (September 2015) DOI: 10.1214/15-AOAS852
KEYWORDS: Akaike information criterion, EM algorithm, functional principal components, generalized longitudinal data, interval censoring, Metropolis–Hastings algorithm, penalized splines
Thierry Chekouo, Alejandro Murua, Wolfgang Raffelsberger
Ann. Appl. Stat. 9 (3), 1643-1670, (September 2015) DOI: 10.1214/15-AOAS854
KEYWORDS: clustering, relational graph, Autologistic model, Wang–Landau algorithm, plaid model, gene expression, gene ontology, retinal detachment
Mikael Kuusela, Victor M. Panaretos
Ann. Appl. Stat. 9 (3), 1671-1705, (September 2015) DOI: 10.1214/15-AOAS857
KEYWORDS: Poisson inverse problem, high energy physics, Large Hadron Collider, Poisson process, regularization, bootstrap, Monte Carlo EM Algorithm
Corrigendum
David Rossell, Camille Stephan-Otto Attolini, Manuel Kroiss, Almond Stöcker
Ann. Appl. Stat. 9 (3), 1706-1707, (September 2015) DOI: 10.1214/15-AOAS855
No abstract available
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