The Annals of Applied Statistics

Volume 12, Number 1

March 2018

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Frontmatter

Table of Contents
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Editorial Board
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Articles

A phylogenetic scan test on a Dirichlet-tree multinomial model for microbiome dataYunfan Tang, Li Ma, and Dan L. Nicolae; 1 - 26
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Phenomenological forecasting of disease incidence using heteroskedastic Gaussian processes: A dengue case studyLeah R. Johnson, Robert B. Gramacy, Jeremy Cohen, Erin Mordecai, Courtney Murdock, Jason Rohr, Sadie J. Ryan, Anna M. Stewart-Ibarra, and Daniel Weikel; 27 - 66
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Spatial capture–recapture with partial identity: An application to camera trapsBen C. Augustine, J. Andrew Royle, Marcella J. Kelly, Christopher B. Satter, Robert S. Alonso, Erin E. Boydston, and Kevin R. Crooks; 67 - 95
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Simultaneous modelling of movement, measurement error, and observer dependence in mark-recapture distance sampling: An application to Arctic bird surveysPaul B. Conn and Ray T. Alisauskas; 96 - 122
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An empirical study of the maximal and total information coefficients and leading measures of dependenceDavid N. Reshef, Yakir A. Reshef, Pardis C. Sabeti, and Michael Mitzenmacher; 123 - 155
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Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisementsChristian Fong, Chad Hazlett, and Kosuke Imai; 156 - 177
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Integrative exploration of large high-dimensional datasetsChristopher Pardy, Sally Galbraith, and Susan R. Wilson; 178 - 199
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Adjustment of nonconfounding covariates in case-control genetic association studiesHong Zhang, Nilanjan Chatterjee, Daniel Rader, and Jinbo Chen; 200 - 221
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How Gaussian mixture models might miss detecting factors that impact growth patternsBrianna C. Heggeseth and Nicholas P. Jewell; 222 - 245
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Extreme value modelling of water-related insurance claimsChristian Rohrbeck, Emma F. Eastoe, Arnoldo Frigessi, and Jonathan A. Tawn; 246 - 282
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Time-varying extreme value dependence with application to leading European stock marketsDaniela Castro-Camilo, Miguel de Carvalho, and Jennifer Wadsworth; 283 - 309
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Automated threshold selection for extreme value analysis via ordered goodness-of-fit tests with adjustment for false discovery rateBrian Bader, Jun Yan, and Xuebin Zhang; 310 - 329
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Design of vaccine trials during outbreaks with and without a delayed vaccination comparatorNatalie E. Dean, M. Elizabeth Halloran, and Ira M. Longini; 330 - 347
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Two-level structural sparsity regularization for identifying lattices and defects in noisy imagesXin Li, Alex Belianinov, Ondrej Dyck, Stephen Jesse, and Chiwoo Park; 348 - 377
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A spatio-temporal modeling framework for weather radar image data in tropical Southeast AsiaXiao Liu, Vikneswaran Gopal, and Jayant Kalagnanam; 378 - 407
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Multivariate integer-valued time series with flexible autocovariances and their application to major hurricane countsJames Livsey, Robert Lund, Stefanos Kechagias, and Vladas Pipiras; 408 - 431
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Stochastic simulation of predictive space–time scenarios of wind speed using observations and physical model outputsJulie Bessac, Emil Constantinescu, and Mihai Anitescu; 432 - 458
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A multi-resolution model for non-Gaussian random fields on a sphere with application to ionospheric electrostatic potentialsMinjie Fan, Debashis Paul, Thomas C. M. Lee, and Tomoko Matsuo; 459 - 489
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Reducing storage of global wind ensembles with stochastic generatorsJaehong Jeong, Stefano Castruccio, Paola Crippa, and Marc G. Genton; 490 - 509
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MSIQ: Joint modeling of multiple RNA-seq samples for accurate isoform quantificationWei Vivian Li, Anqi Zhao, Shihua Zhang, and Jingyi Jessica Li; 510 - 539
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Kernel-penalized regression for analysis of microbiome dataTimothy W. Randolph, Sen Zhao, Wade Copeland, Meredith Hullar, and Ali Shojaie; 540 - 566
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Powerful test based on conditional effects for genome-wide screeningYaowu Liu and Jun Xie; 567 - 585
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Fast inference of individual admixture coefficients using geographic dataKevin Caye, Flora Jay, Olivier Michel, and Olivier François; 586 - 608
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A unified statistical framework for single cell and bulk RNA sequencing dataLingxue Zhu, Jing Lei, Bernie Devlin, and Kathryn Roeder; 609 - 632
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Modeling and estimation for self-exciting spatio-temporal models of terrorist activityNicholas J. Clark and Philip M. Dixon; 633 - 653
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Empirical assessment of programs to promote collaboration: A network model approachKatherine R. McLaughlin and Joshua D. EmBree; 654 - 682
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