VOL. 10 · NO. 1 | March 2016
 
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Frontmatter
Ann. Appl. Stat. 10 (1), (March 2016)
No abstract available
Ann. Appl. Stat. 10 (1), (March 2016)
No abstract available
Articles
Linda S. L. Tan, Aik Hui Chan, Tian Zheng
Ann. Appl. Stat. 10 (1), 1-31, (March 2016) DOI: 10.1214/15-AOAS887
KEYWORDS: Article level metric, citation network models, stochastic blockmodels, variational Bayes, stochastic variational inference
Ailin Fan, Wenbin Lu, Rui Song
Ann. Appl. Stat. 10 (1), 32-53, (March 2016) DOI: 10.1214/15-AOAS849
KEYWORDS: Optimal treatment regime, qualitative interaction, sequential advantage, Variable selection
Dmitry Kobak, Sergey Shpilkin, Maxim S. Pshenichnikov
Ann. Appl. Stat. 10 (1), 54-73, (March 2016) DOI: 10.1214/16-AOAS904
KEYWORDS: Electoral falsifications, Russian elections
Benjamin A. Shaby, Brian J. Reich, Daniel Cooley, Cari G. Kaufman
Ann. Appl. Stat. 10 (1), 74-93, (March 2016) DOI: 10.1214/15-AOAS873
KEYWORDS: Latent state, Extremes, generalized Pareto distribution, Extremal dependence
Yannick Vandendijck, Christel Faes, Niel Hens
Ann. Appl. Stat. 10 (1), 94-117, (March 2016) DOI: 10.1214/15-AOAS874
KEYWORDS: Binary data, empirical Bayes estimation, influenza-like illness, Nonparametric regression, observational survey, post-stratification, random-effects model
Yajuan Si, Jerome P. Reiter, D. Sunshine Hillygus
Ann. Appl. Stat. 10 (1), 118-143, (March 2016) DOI: 10.1214/15-AOAS876
KEYWORDS: Panel attrition, refreshment sample, categorical, Dirichlet process, multiple imputation, nonignorable
Ke Deng, Yang Li, Weiping Zhu, Jun S. Liu
Ann. Appl. Stat. 10 (1), 144-164, (March 2016) DOI: 10.1214/15-AOAS883
KEYWORDS: Network tomography, loss tomography, general topology, likelihood equation, pattern-collapsed EM algorithm
James P. Long, Eric C. Chi, Richard G. Baraniuk
Ann. Appl. Stat. 10 (1), 165-197, (March 2016) DOI: 10.1214/15-AOAS885
KEYWORDS: Astrostatistics, penalized likelihood, period estimation, functional data, MM algorithm, block coordinate descent
Paul Bendich, J. S. Marron, Ezra Miller, Alex Pieloch, Sean Skwerer
Ann. Appl. Stat. 10 (1), 198-218, (March 2016) DOI: 10.1214/15-AOAS886
KEYWORDS: Persistent homology, statistics, angiography, tree-structured data, topological data analysis
Ching-Fan Sheu, Émeline Perthame, Yuh-shiow Lee, David Causeur
Ann. Appl. Stat. 10 (1), 219-245, (March 2016) DOI: 10.1214/15-AOAS888
KEYWORDS: Dependence, ERP data, High-dimensional data, multiple testing
Simon J. Bonner, Matthew R. Schofield, Patrik Noren, Steven J. Price
Ann. Appl. Stat. 10 (1), 246-263, (March 2016) DOI: 10.1214/15-AOAS889
KEYWORDS: Bayesian inference, Markov basis, Markov chain Monte Carlo, mark-recapture, misidentification, queen snake (Regina septemvittata)
Ruth King, Brett T. McClintock, Darren Kidney, David Borchers
Ann. Appl. Stat. 10 (1), 264-285, (March 2016) DOI: 10.1214/15-AOAS890
KEYWORDS: BUGS, capture–recapture, closed populations, individual heterogeneity, JAGS, spatially explicit
Le Wang, Pamela A. Shaw, Hansie M. Mathelier, Stephen E. Kimmel, Benjamin French
Ann. Appl. Stat. 10 (1), 286-304, (March 2016) DOI: 10.1214/15-AOAS891
KEYWORDS: Outcome misclassification, prediction accuracy, risk reclassification, ROC curves
Daniel McCarthy, Shane T. Jensen
Ann. Appl. Stat. 10 (1), 305-334, (March 2016) DOI: 10.1214/15-AOAS893
KEYWORDS: time series analysis, power prior, forecasting, finance
Hyunseung Kang, Benno Kreuels, Jürgen May, Dylan S. Small
Ann. Appl. Stat. 10 (1), 335-364, (March 2016) DOI: 10.1214/15-AOAS894
KEYWORDS: Full matching, instrumental variables, malaria, stunting, two-stage least squares
Sharad Goel, Justin M. Rao, Ravi Shroff
Ann. Appl. Stat. 10 (1), 365-394, (March 2016) DOI: 10.1214/15-AOAS897
KEYWORDS: Criminology, discrimination, racial profiling, risk assessment, Fourth Amendment
Colin J. Worby, Philip D. O’Neill, Theodore Kypraios, Julie V. Robotham, Daniela De Angelis, Edward J. P. Cartwright, Sharon J. Peacock, Ben S. Cooper
Ann. Appl. Stat. 10 (1), 395-417, (March 2016) DOI: 10.1214/15-AOAS898
KEYWORDS: Bayesian inference, infectious disease, epidemics, outbreak investigation, transmission routes
Ying Liu, Yuanjia Wang, Yang Feng, Melanie M. Wall
Ann. Appl. Stat. 10 (1), 418-450, (March 2016) DOI: 10.1214/15-AOAS899
KEYWORDS: missing data, random lasso, multiple imputation, Variable selection, stability selection, variable ranking
Marissa Isidro, Stephen Haslett, Geoff Jones
Ann. Appl. Stat. 10 (1), 451-476, (March 2016) DOI: 10.1214/15-AOAS900
KEYWORDS: Small area models, SPREE, poverty mapping, intercensal updating
Andrew Poppick, David J. McInerney, Elisabeth J. Moyer, Michael L. Stein
Ann. Appl. Stat. 10 (1), 477-505, (March 2016) DOI: 10.1214/16-AOAS903
KEYWORDS: Climate change, climate variability, transient climate, observation-driven simulation, nonstationary processes, evolutionary spectrum
Mengjie Chen, Haifan Lin, Hongyu Zhao
Ann. Appl. Stat. 10 (1), 506-526, (March 2016) DOI: 10.1214/16-AOAS905
KEYWORDS: Bayesian change point model, Histone modification, chromosomal domain
Brandon George, Thomas Denney, Jr., Himanshu Gupta, Louis Dell’Italia, Inmaculada Aban
Ann. Appl. Stat. 10 (1), 527-548, (March 2016) DOI: 10.1214/16-AOAS911
KEYWORDS: Spatiotemporal, imaging, Correlation, separable, summary measures
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