The Annals of Applied Statistics

Volume 13, Number 3

September 2019

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Frontmatter

Table of Contents
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Editorial Board
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Articles

Modelling multilevel spatial behaviour in binary-mark muscle fibre configurationsTilman M. Davies, Matthew R. Schofield, Jon Cornwall, and Philip W. Sheard; 1329 - 1347
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Identifying and estimating principal causal effects in a multi-site trial of Early College High SchoolsLo-Hua Yuan, Avi Feller, and Luke W. Miratrix; 1348 - 1369
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Imputation and post-selection inference in models with missing data: An application to colorectal cancer surveillance guidelinesLin Liu, Yuqi Qiu, Loki Natarajan, and Karen Messer; 1370 - 1396
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A hidden Markov model approach to characterizing the photo-switching behavior of fluorophoresLekha Patel, Nils Gustafsson, Yu Lin, Raimund Ober, Ricardo Henriques, and Edward Cohen; 1397 - 1429
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Identifying multiple changes for a functional data sequence with application to freeway traffic segmentationJeng-Min Chiou, Yu-Ting Chen, and Tailen Hsing; 1430 - 1463
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The classification permutation test: A flexible approach to testing for covariate imbalance in observational studiesJohann Gagnon-Bartsch and Yotam Shem-Tov; 1464 - 1483
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Spatio-temporal short-term wind forecast: A calibrated regime-switching methodAhmed Aziz Ezzat, Mikyoung Jun, and Yu Ding; 1484 - 1510
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Network modelling of topological domains using Hi-C dataY. X. Rachel Wang, Purnamrita Sarkar, Oana Ursu, Anshul Kundaje, and Peter J. Bickel; 1511 - 1536
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Fast dynamic nonparametric distribution tracking in electron microscopic dataYanjun Qian, Jianhua Z. Huang, Chiwoo Park, and Yu Ding; 1537 - 1563
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Distributional regression forests for probabilistic precipitation forecasting in complex terrainLisa Schlosser, Torsten Hothorn, Reto Stauffer, and Achim Zeileis; 1564 - 1589
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Modeling seasonality and serial dependence of electricity price curves with warping functional autoregressive dynamicsYing Chen, J. S. Marron, and Jiejie Zhang; 1590 - 1616
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RCRnorm: An integrated system of random-coefficient hierarchical regression models for normalizing NanoString nCounter dataGaoxiang Jia, Xinlei Wang, Qiwei Li, Wei Lu, Ximing Tang, Ignacio Wistuba, and Yang Xie; 1617 - 1647
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Network classification with applications to brain connectomicsJesús D. Arroyo Relión, Daniel Kessler, Elizaveta Levina, and Stephan F. Taylor; 1648 - 1677
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Sequential decision model for inference and prediction on nonuniform hypergraphs with application to knot matching from computational forestrySeong-Hwan Jun, Samuel W. K. Wong, James V. Zidek, and Alexandre Bouchard-Côté; 1678 - 1707
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A Bayesian mark interaction model for analysis of tumor pathology imagesQiwei Li, Xinlei Wang, Faming Liang, and Guanghua Xiao; 1708 - 1732
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A hierarchical Bayesian model for single-cell clustering using RNA-sequencing dataYiyi Liu, Joshua L. Warren, and Hongyu Zhao; 1733 - 1752
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Incorporating conditional dependence in latent class models for probabilistic record linkage: Does it matter?Huiping Xu, Xiaochun Li, Changyu Shen, Siu L. Hui, and Shaun Grannis; 1753 - 1790
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Bayesian modeling of the structural connectome for studying Alzheimer’s diseaseArkaprava Roy, Subhashis Ghosal, Jeffrey Prescott, and Kingshuk Roy Choudhury; 1791 - 1816
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Wavelet spectral testing: Application to nonstationary circadian rhythmsJessica K. Hargreaves, Marina I. Knight, Jon W. Pitchford, Rachael J. Oakenfull, Sangeeta Chawla, Jack Munns, and Seth J. Davis; 1817 - 1846
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Oblique random survival forestsByron C. Jaeger, D. Leann Long, Dustin M. Long, Mario Sims, Jeff M. Szychowski, Yuan-I Min, Leslie A. Mcclure, George Howard, and Noah Simon; 1847 - 1883
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Approximate inference for constructing astronomical catalogs from imagesJeffrey Regier, Andrew C. Miller, David Schlegel, Ryan P. Adams, Jon D. McAuliffe, and Prabhat; 1884 - 1926
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Bayesian methods for multiple mediators: Relating principal stratification and causal mediation in the analysis of power plant emission controlsChanmin Kim, Michael J. Daniels, Joseph W. Hogan, Christine Choirat, and Corwin M. Zigler; 1927 - 1956
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Radio-iBAG: Radiomics-based integrative Bayesian analysis of multiplatform genomic dataYouyi Zhang, Jeffrey S. Morris, Shivali Narang Aerry, Arvind U. K. Rao, and Veerabhadran Baladandayuthapani; 1957 - 1988
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A semiparametric modeling approach using Bayesian Additive Regression Trees with an application to evaluate heterogeneous treatment effectsBret Zeldow, Vincent Lo Re III, and Jason Roy; 1989 - 2010
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