VOL. 11 · NO. 3 | September 2017
 
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Frontmatter
Ann. Appl. Stat. 11 (3), (September 2017)
No abstract available
Ann. Appl. Stat. 11 (3), (September 2017)
No abstract available
Articles
Camelia Simoiu, Sam Corbett-Davies, Sharad Goel
Ann. Appl. Stat. 11 (3), 1193-1216, (September 2017) DOI: 10.1214/17-AOAS1058
KEYWORDS: Tests for discrimination, outcome test, benchmark test, infra-marginality, traffic stops, policing
Michael Salter-Townshend, Tyler H. McCormick
Ann. Appl. Stat. 11 (3), 1217-1244, (September 2017) DOI: 10.1214/16-AOAS955
KEYWORDS: Latent space model, multiview relational data, Social network
Leontine Alkema, Sanqian Zhang, Doris Chou, Alison Gemmill, Ann-Beth Moller, Doris Ma Fat, Lale Say, Colin Mathers, Daniel Hogan
Ann. Appl. Stat. 11 (3), 1245-1274, (September 2017) DOI: 10.1214/16-AOAS1014
KEYWORDS: ARIMA time series models, Bayesian inference, multilevel regression model, maternal mortality ratio, Millennium Development Goal 5, UN Maternal Mortality Estimation Inter-agency Group (UN MMEIG)
Lo-Bin Chang, Eran Borenstein, Wei Zhang, Stuart Geman
Ann. Appl. Stat. 11 (3), 1275-1308, (September 2017) DOI: 10.1214/17-AOAS1025
KEYWORDS: Computer vision, image models, appearance models, generative models, conditional modeling, sufficiency, features
Hyungsuk Tak, Kaisey Mandel, David A. van Dyk, Vinay L. Kashyap, Xiao-Li Meng, Aneta Siemiginowska
Ann. Appl. Stat. 11 (3), 1309-1348, (September 2017) DOI: 10.1214/17-AOAS1027
KEYWORDS: Gravitational lensing, microlensing, Ornstein–Uhlenbeck process, Gibbs sampler, profile likelihood, ancillarity-sufficiency interweaving strategy, adaptive MCMC, Q0957$+$561, J1029$+$2623, LSST, quasar
Xu Shi, Hristina Pashova, Patrick J. Heagerty
Ann. Appl. Stat. 11 (3), 1349-1374, (September 2017) DOI: 10.1214/17-AOAS1028
KEYWORDS: Electronic medical records, hierarchical structure, dynamic graphics
Marcelo Hartmann, Geoffrey R. Hosack, Richard M. Hillary, Jarno Vanhatalo
Ann. Appl. Stat. 11 (3), 1375-1402, (September 2017) DOI: 10.1214/17-AOAS1029
KEYWORDS: Model evidence, marginal likelihood, population growth, fisheries, density dependence, temporal dependence, interspecific dependence
Romain Chailan, Gwladys Toulemonde, Jean-Noel Bacro
Ann. Appl. Stat. 11 (3), 1403-1428, (September 2017) DOI: 10.1214/17-AOAS1031
KEYWORDS: Space-time extreme processes simulation, extreme value modelling, extreme waves, coastal hazards
Tso-Jung Yen, Zong-Rong Lee, Yi-Hau Chen, Yu-Min Yen, Jing-Shiang Hwang
Ann. Appl. Stat. 11 (3), 1429-1451, (September 2017) DOI: 10.1214/17-AOAS1032
KEYWORDS: Hazard network models, Right-censored data, partial likelihood function, stability selection, political cohesion networks
Y. Samuel Wang, Ross L. Matsueda, Elena A. Erosheva
Ann. Appl. Stat. 11 (3), 1452-1480, (September 2017) DOI: 10.1214/17-AOAS1034
KEYWORDS: Mixed membership, rank data, variational inference, Eurobarometer, public policy
Binghui Liu, Chong Wu, Xiaotong Shen, Wei Pan
Ann. Appl. Stat. 11 (3), 1481-1512, (September 2017) DOI: 10.1214/17-AOAS1042
KEYWORDS: DNA sequencing, driver mutations, optimization, subset selection, truncated $L_{1}$ penalty
Bei Jiang, Eva Petkova, Thaddeus Tarpey, R. Todd Ogden
Ann. Appl. Stat. 11 (3), 1513-1536, (September 2017) DOI: 10.1214/17-AOAS1044
KEYWORDS: Candecomp/Parafac (CP) matrix decomposition, Bayesian hierarchical modeling, data-driven regularization, major depression, placebo effect
Aurélien Nicosia, Thierry Duchesne, Louis-Paul Rivest, Daniel Fortin
Ann. Appl. Stat. 11 (3), 1537-1560, (September 2017) DOI: 10.1214/17-AOAS1045
KEYWORDS: animal movement, biased correlated random walk, conditional logistic regression, GPS, Hidden Markov model, Step Selection Function
Xiang Zhu, Matthew Stephens
Ann. Appl. Stat. 11 (3), 1561-1592, (September 2017) DOI: 10.1214/17-AOAS1046
KEYWORDS: Summary statistics, Bayesian regression, genome wide, association study, multiple-SNP analysis, Variable selection, heritability, explained variation, Markov chain Monte Carlo
Ana Jarne, Daniel Commenges, Laura Villain, Mélanie Prague, Yves Lévy, Rodolphe Thiébaut
Ann. Appl. Stat. 11 (3), 1593-1616, (September 2017) DOI: 10.1214/17-AOAS1047
KEYWORDS: Mechanistic models, Interleukin 7, HIV, modeling, CD4
Antonello Maruotti, Jan Bulla, Francesco Lagona, Marco Picone, Francesca Martella
Ann. Appl. Stat. 11 (3), 1617-1648, (September 2017) DOI: 10.1214/17-AOAS1049
KEYWORDS: Hidden Markov models, AECM algorithm, dimensionality reduction, three-step algorithm
Fangrong Yan, Xiao Lin, Xuelin Huang
Ann. Appl. Stat. 11 (3), 1649-1670, (September 2017) DOI: 10.1214/17-AOAS1050
KEYWORDS: Dynamic prediction, functional principal component analysis, longitudinal biomarker, joint modeling, Survival analysis
Mikael Kuusela, Philip B. Stark
Ann. Appl. Stat. 11 (3), 1671-1710, (September 2017) DOI: 10.1214/17-AOAS1053
KEYWORDS: Poisson inverse problem, finite-sample coverage, high energy physics, Large Hadron Collider, Fenchel duality, semi-infinite programming
Jan-Otto Hooghoudt, Margarida Barroso, Rasmus Waagepetersen
Ann. Appl. Stat. 11 (3), 1711-1737, (September 2017) DOI: 10.1214/17-AOAS1054
KEYWORDS: Bayesian inference, Markov chain Monte Carlo, Förster resonance energy transfer, spatial point process, spatial distribution, proteins, fluorophores
Xiaoying Tang, Michael I. Miller, Laurent Younes
Ann. Appl. Stat. 11 (3), 1738-1762, (September 2017) DOI: 10.1214/17-AOAS1056
KEYWORDS: Change-point estimation, right censoring, medical imaging
Runchao Jiang, Wenbin Lu, Rui Song, Michael G. Hudgens, Sonia Naprvavnik
Ann. Appl. Stat. 11 (3), 1763-1786, (September 2017) DOI: 10.1214/17-AOAS1057
KEYWORDS: Doubly robust estimation, median survival time, optimal treatment regimen, restricted mean survival time
Jue Wang, Sheng Luo, Liang Li
Ann. Appl. Stat. 11 (3), 1787-1809, (September 2017) DOI: 10.1214/17-AOAS1059
KEYWORDS: Area under the ROC curve, clinical trial, failure time, latent trait model
Lingxue Zhu, Jing Lei, Bernie Devlin, Kathryn Roeder
Ann. Appl. Stat. 11 (3), 1810-1831, (September 2017) DOI: 10.1214/17-AOAS1062
KEYWORDS: Permutation test, High-dimensional data, Covariance matrix, sparse principal component analysis
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