VOL. 11 · NO. 1 | March 2017
 
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Frontmatter
Ann. Appl. Stat. 11 (1), (March 2017)
No abstract available
Ann. Appl. Stat. 11 (1), (March 2017)
No abstract available
Articles
Xinyao Ji, Gunther Fink, Paul Jacob Robyn, Dylan S. Small
Ann. Appl. Stat. 11 (1), 1-20, (March 2017) DOI: 10.1214/16-AOAS969
KEYWORDS: Randomization inference, stepped-wedge cluster-randomized trials, community-based health insurance
Eleni Matechou, François Caron
Ann. Appl. Stat. 11 (1), 21-40, (March 2017) DOI: 10.1214/16-AOAS989
KEYWORDS: Chinese restaurant process, great crested newts, Poisson–Gamma process, reed warblers, shot-noise Cox process, stopover data
Gwenaël G. R. Leday, Mathisca C. M. de Gunst, Gino B. Kpogbezan, Aad W. van der Vaart, Wessel N. van Wieringen, Mark A. van de Wiel
Ann. Appl. Stat. 11 (1), 41-68, (March 2017) DOI: 10.1214/16-AOAS990
KEYWORDS: Undirected gene network, Bayesian inference, shrinkage, variational approximation, Empirical Bayes
Rachel M. Messick, Matthew J. Heaton, Neil Hansen
Ann. Appl. Stat. 11 (1), 69-92, (March 2017) DOI: 10.1214/16-AOAS991
KEYWORDS: Multivariate spatial processes, conditional specification, spatial design, Gaussian process, not missing at random
Joshua P. Keller, Mathias Drton, Timothy Larson, Joel D. Kaufman, Dale P. Sandler, Adam A. Szpiro
Ann. Appl. Stat. 11 (1), 93-113, (March 2017) DOI: 10.1214/16-AOAS992
KEYWORDS: Air pollution, clustering, Dimension reduction, particulate matter
Lin S. Chen, Jiebiao Wang, Xianlong Wang, Pei Wang
Ann. Appl. Stat. 11 (1), 114-138, (March 2017) DOI: 10.1214/16-AOAS994
KEYWORDS: Mixed-effects models, the expectation-conditional-maximization (ECM) algorithm, Batch-level Abundance-Dependent Missing-data Mechanism (BADMM)
Guilherme Ludwig, Tingjin Chu, Jun Zhu, Haonan Wang, Kirsten Koehler
Ann. Appl. Stat. 11 (1), 139-160, (March 2017) DOI: 10.1214/16-AOAS995
KEYWORDS: Geostatistics, kriging, semiparametric methods, spatial statistics, spatio-temporal statistics
Yuping Zhang, Zhengqing Ouyang, Hongyu Zhao
Ann. Appl. Stat. 11 (1), 161-184, (March 2017) DOI: 10.1214/16-AOAS998
KEYWORDS: Cancer genomics, data integration, graphical models
Chenkun Wang, Hai Liu, Sujuan Gao
Ann. Appl. Stat. 11 (1), 185-201, (March 2017) DOI: 10.1214/16-AOAS999
KEYWORDS: Pharmacoepidemiology, time-varying exposure, interaction, penalized spline
Dave Osthus, Kyle S. Hickmann, Petruţa C. Caragea, Dave Higdon, Sara Y. Del Valle
Ann. Appl. Stat. 11 (1), 202-224, (March 2017) DOI: 10.1214/16-AOAS1000
KEYWORDS: Bayesian modeling, state-space modeling, SIR model, forecasting, influenza, time-series
Trang Quynh Nguyen, Cyrus Ebnesajjad, Stephen R. Cole, Elizabeth A. Stuart
Ann. Appl. Stat. 11 (1), 225-247, (March 2017) DOI: 10.1214/16-AOAS1001
KEYWORDS: sensitivity analysis, generalization, treatment effect heterogeneity, unobserved moderator, unobserved effect modifier
Debbie J. Dupuis
Ann. Appl. Stat. 11 (1), 248-273, (March 2017) DOI: 10.1214/16-AOAS1002
KEYWORDS: Exponentially weighted robust correlation estimator, least median of squares, log-GARCH-X, market efficiency
Xiao Song, Li Wang
Ann. Appl. Stat. 11 (1), 274-296, (March 2017) DOI: 10.1214/16-AOAS1003
KEYWORDS: Corrected score, conditional score, joint modeling, measurement error, polynomial spline, survival
Heidi J. Fischer, Qunfang Zhang, Yifang Zhu, Robert E. Weiss
Ann. Appl. Stat. 11 (1), 297-319, (March 2017) DOI: 10.1214/16-AOAS1004
KEYWORDS: Bayesian statistics, hierarchical models, varying coefficient models, heteroskedasticity
Jan van de Kassteele, Jan van Eijkeren, Jacco Wallinga
Ann. Appl. Stat. 11 (1), 320-339, (March 2017) DOI: 10.1214/16-AOAS1006
KEYWORDS: Social contact patterns, hierarchical Bayesian model, Gaussian Markov random field, integrated nested Laplace approximations, infectious disease transmission
Erin M. Schliep, Alan E. Gelfand, James S. Clark, Bradley J. Tomasek
Ann. Appl. Stat. 11 (1), 340-361, (March 2017) DOI: 10.1214/16-AOAS1007
KEYWORDS: Allometry, big O behavior, hierarchical models, Markov chain Monte Carlo, Poisson process
Stacy L. DeRuiter, Roland Langrock, Tomas Skirbutas, Jeremy A. Goldbogen, John Calambokidis, Ari S. Friedlaender, Brandon L. Southall
Ann. Appl. Stat. 11 (1), 362-392, (March 2017) DOI: 10.1214/16-AOAS1008
KEYWORDS: Forward algorithm, Hidden Markov model, multivariate time series, numerical maximum likelihood, random effects, blue whales
Tracy Holsclaw, Arthur M. Greene, Andrew W. Robertson, Padhraic Smyth
Ann. Appl. Stat. 11 (1), 393-426, (March 2017) DOI: 10.1214/16-AOAS1009
KEYWORDS: Nonhomogenous hidden Markov model, multivariate time series, Pólya-Gamma latent variables, probit and logit link
Pavel N. Krivitsky, Martina Morris
Ann. Appl. Stat. 11 (1), 427-455, (March 2017) DOI: 10.1214/16-AOAS1010
KEYWORDS: Social network, ERGM, random graph, egocentrically sampled data, pseudo maximum likelihood, pseudolikelihood
Chelsea L. Lofland, Abel Rodríguez, Scott Moser
Ann. Appl. Stat. 11 (1), 456-479, (March 2017) DOI: 10.1214/16-AOAS951
KEYWORDS: Spatial voting model, Hypothesis testing, spike-and-slab prior, revealed preferences, factor analysis
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