VOL. 7 · NO. 3 | September 2013
 
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Frontmatter
Ann. Appl. Stat. 7 (3), (September 2013)
No abstract available
Ann. Appl. Stat. 7 (3), (September 2013)
No abstract available
Articles
Kunlaya Soiaporn, David Chernoff, Thomas Loredo, David Ruppert, Ira Wasserman
Ann. Appl. Stat. 7 (3), 1249-1285, (September 2013) DOI: 10.1214/13-AOAS654
KEYWORDS: multilevel modeling, hierarchical Bayes, Astrostatistics, cosmic rays, active galactic nuclei, directional data, coincidence assessment, Bayes factors, Chib’s method, Fisher distribution
William Kleiber, Stephan R. Sain, Matthew J. Heaton, Michael Wiltberger, C. Shane Reese, Derek Bingham
Ann. Appl. Stat. 7 (3), 1286-1310, (September 2013) DOI: 10.1214/13-AOAS651
KEYWORDS: computer experiments, expected improvement, geomagnetic storm, inverse problem, Lorenz ‘96, model fidelity, sequential design, uncertainty quantification
Arwen Meister, Ye Henry Li, Bokyung Choi, Wing Hung Wong
Ann. Appl. Stat. 7 (3), 1311-1333, (September 2013) DOI: 10.1214/13-AOAS645
KEYWORDS: Gene expression regulation, thermodynamic model, gene network inference, constrained convex optimization, parameter selection, perturbed steady-state, genome-wide expression measurements, synthetic gene network
Audrey Qiuyan Fu, Steven Russell, Sarah J. Bray, Simon Tavaré
Ann. Appl. Stat. 7 (3), 1334-1361, (September 2013) DOI: 10.1214/13-AOAS650
KEYWORDS: Bayesian clustering, mixture model, random effects, Dirichlet process, Chinese restaurant process, Markov-chain Monte Carlo (MCMC), label switching, Multivariate analysis, time series, microarray gene expression
Edward L. Ionides, Zhen Wang, José A. Tapia Granados
Ann. Appl. Stat. 7 (3), 1362-1385, (September 2013) DOI: 10.1214/12-AOAS624
KEYWORDS: mortality, health economics, model misspecification, panel data
Jennifer Hill, Yu-Sung Su
Ann. Appl. Stat. 7 (3), 1386-1420, (September 2013) DOI: 10.1214/13-AOAS630
KEYWORDS: Common support, Overlap, BART, propensity scores, breastfeeding
Joshua P. French, Stephan R. Sain
Ann. Appl. Stat. 7 (3), 1421-1449, (September 2013) DOI: 10.1214/13-AOAS631
KEYWORDS: Geostatistics, spatial statistics, exceedance, hotspot, confidence region
Tevfik Aktekin, Refik Soyer, Feng Xu
Ann. Appl. Stat. 7 (3), 1450-1473, (September 2013) DOI: 10.1214/13-AOAS632
KEYWORDS: Mortgage default, mortgage risk, Bayesian inference, state space, dynamic Poisson process
Qing Pan, Joseph L. Gastwirth
Ann. Appl. Stat. 7 (3), 1474-1496, (September 2013) DOI: 10.1214/13-AOAS637
KEYWORDS: Compensation, equal employment, job tenures, lost chance doctrine, restricted mean lifetime, semi-competing risks
A. C. Thomas, Samuel L. Ventura, Shane T. Jensen, Stephen Ma
Ann. Appl. Stat. 7 (3), 1497-1524, (September 2013) DOI: 10.1214/13-AOAS646
KEYWORDS: Competing process models, Cox model, ice hockey, Bayesian inference, hierarchical models, player ratings
George Mohler
Ann. Appl. Stat. 7 (3), 1525-1539, (September 2013) DOI: 10.1214/13-AOAS647
KEYWORDS: Markov chain Monte Carlo, Hawkes process, Cox process, crime, terrorism
Lingsong Zhang, Haipeng Shen, Jianhua Z. Huang
Ann. Appl. Stat. 7 (3), 1540-1561, (September 2013) DOI: 10.1214/13-AOAS649
KEYWORDS: cross-validation, Functional data analysis, GCV, Principal Component Analysis, robustness, smoothing spline
Dominik Liebl
Ann. Appl. Stat. 7 (3), 1562-1592, (September 2013) DOI: 10.1214/13-AOAS652
KEYWORDS: Functional factor model, Functional data analysis, time series analysis, fundamental market model, merit order curve, European Energy Exchange, EEX
Stefano Castruccio, Michael L. Stein
Ann. Appl. Stat. 7 (3), 1593-1611, (September 2013) DOI: 10.1214/13-AOAS656
KEYWORDS: GCM, climate ensembles, global space–time model, massive data set
Thomas Rusch, Ilro Lee, Kurt Hornik, Wolfgang Jank, Achim Zeileis
Ann. Appl. Stat. 7 (3), 1612-1639, (September 2013) DOI: 10.1214/13-AOAS648
KEYWORDS: Campaigning, classification tree, get-out-the-vote, model tree, political marketing, voter identification, voter segmentation, voter profile, microtargeting
Ying Huang, Margaret S. Pepe, Ziding Feng
Ann. Appl. Stat. 7 (3), 1640-1662, (September 2013) DOI: 10.1214/13-AOAS634
KEYWORDS: Constrained likelihood, empirical likelihood, logistic regression, predictiveness curve, ROC curve
Wanlu Deng, Zhi Geng, Hongzhe Li
Ann. Appl. Stat. 7 (3), 1663-1683, (September 2013) DOI: 10.1214/13-AOAS635
KEYWORDS: Bayesian network, composite likelihood ratio test, genetic network, PCD-PCD algorithm
Joseph Guinness, Michael L. Stein
Ann. Appl. Stat. 7 (3), 1684-1708, (September 2013) DOI: 10.1214/13-AOAS633
KEYWORDS: nonstationary process, spatial–temporal modeling, evolutionary spectrum, spatial–temporal jumps
Roland Langrock, Ruth King
Ann. Appl. Stat. 7 (3), 1709-1732, (September 2013) DOI: 10.1214/13-AOAS644
KEYWORDS: Arnason–Schwarz model, Hidden Markov model, Markov chain, missing values, Soay sheep, state-space model
Johanna Hardin, Stephan Ramon Garcia, David Golan
Ann. Appl. Stat. 7 (3), 1733-1762, (September 2013) DOI: 10.1214/13-AOAS638
KEYWORDS: Correlation matrix, simulating matrices, Toeplitz matrix, Weyl inequalities, Eigenvalues
Lixun Zhang, Yongtao Guan, Brian P. Leaderer, Theodore R. Holford
Ann. Appl. Stat. 7 (3), 1763-1777, (September 2013) DOI: 10.1214/13-AOAS642
KEYWORDS: Bayesian model, longitudinal model, nitrogen dioxide, EPA, Air pollution
Charles J. Geyer, Caroline E. Ridley, Robert G. Latta, Julie R. Etterson, Ruth G. Shaw
Ann. Appl. Stat. 7 (3), 1778-1795, (September 2013) DOI: 10.1214/13-AOAS653
KEYWORDS: Additive genetic variance, approximate maximum likelihood, breeding value, Darwinian fitness, exponential family, latent variable, life history analysis, local adaptation, missing data, variance components, Avena barbata, Chamaecrista fasciculata, Raphanus sativus
Lei Nie, Zhiwei Zhang, Daniel Rubin, Jianxiong Chu
Ann. Appl. Stat. 7 (3), 1796-1813, (September 2013) DOI: 10.1214/13-AOAS655
KEYWORDS: bias, generalized linear model, inverse probability weighting, noninferiority, propensity score
Christopher Yau, Christopher C. Holmes
Ann. Appl. Stat. 7 (3), 1814-1835, (September 2013) DOI: 10.1214/13-AOAS657
KEYWORDS: Segmental classification, decision theory, Bayesian
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