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Papers to Appear in Subsequent Issues

Learning algorithms to evaluate forensic glass evidence Soyoung Park and Alicia Carriquiry
A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles Gianluca Mastrantonio, Giovanna Jona Lasinio, Alessio Pollice, Giulia Capotorti, Lorenzo Teodonio, Giulio Genova, and Carlo Blasi
Graphical models for zero-inflated single cell gene expression Andrew McDavid, Raphael Gottardo, Noah Simon, and Mathias Drton
Modelling multilevel spatial behaviour in binary-mark muscle fibre configurations Tilman Davies, Matthew Schofield, Jon Cornwall, and Philip Sheard
Extended sensitivity analysis for heterogeneous unmeasured confounding with an application to sibling studies of returns to education Colin B. Fogarty and Raiden B. Hasegawa
Fused comparative intervention scoring for heterogeneity of longitudinal intervention effects Jared Davis Huling, Menggang Yu, and Maureen A. Smith
Modelling ocean temperatures from bio-probes under preferential sampling Daniel Dinsdale and Matías Salibián-Barrera
Climate inference on daily rainfall across the Australian continent, 1876-2015 Michael Bertolacci, Edward Jerrold Cripps, Ori Rosen, John Lau, and Sally Ann Wood
Complete spatial model calibration Yen-Ning Huang, Brian J. Reich, Montserrat Fuentes, and A. Sankarasubramanian
Sparse principal component analysis with missing observations Seyoung Park and Hongyu Zhao
Latent space modelling of multidimensional networks with application to the exchange of votes in Eurovision Song Contest Silvia D’Angelo, Thomas Brendan Murphy, and Marco Alfò
Variable prioritization in nonlinear black box methods: A genetic association case study Lorin Crawford, Seth R. Flaxman, Daniel E. Runcie, and Mike West
Phylogeny-based tumor subclone identification using a Bayesian feature allocation model Li Zeng, Joshua Lindsey Warren, and Hongyu Zhao
TreeClone: Reconstruction of tumor subclone phylogeny based on mutation pairs using next generation sequencing data Tianjian Zhou, Subhajit Sengupta, Peter Mueller, and Yuan Ji
Coherence-based time series clustering for statistical inference and visualization of brain connectivity Carolina Euan, Ying Sun , and Hernando Ombao
Semi-parametric empirical best prediction for small area estimation of unemployment indicators Maria Francesca Marino, Maria Giovanna Ranalli, Nicola Salvati, and Marco Alfò
Adaptive gPCA: A method fo structured dimensionality reduction with applications to microbiome data Julia Fukuyama
Three-way clustering of multi-tissue multi-individual gene expression data using semi-nonnegative tensor decomposition Miaoyan Wang, Jonathan Fischer, and Yun S. Song
Modeling association in microbial communities with clique loglinear models Adrian Dobra, Camilo Valdes, Dragana Ajdic, Bertrand Clarke, and Jennifer Clarke
Nonparametric testing for differences in electricity prices: The case of the Fukushima nuclear accident Dominik Tobias Liebl
Estimating population average causal effects in the presence of non-overlap: The effect of natural gas compressor station exposure on cancer mortality Rachel C. Nethery, Fabrizia Mealli, and Francesca Dominici
The equivalence of the zero-truncated, one-inflated  likelihood and the zero-one-truncated likelihood for general count densities with an application to drink-driving in Britain Dankmar Boehning and Peter van der Heijden
Survival analysis of DNA mutation motifs with penalized proportional hazards Jean Feng, David A. Shaw, Vladimir N. Minin, Noah Simon, and Frederick A. Matsen IV
Modeling seasonality and serial dependence of electricity price curves with warping functional autoregressive dynamics Ying Chen, J. S. Marron, and Jiejie Zhang
Identifying and Estimating Principal Causal Effects in a Multi-site Trial of Early College High Schools Lo-Hua Yuan, Avi Feller, and Luke Miratrix
Early diagnosis of neurological disease using peak degeneration ages of multiple biomarkers Fei Gao, Yuanjia Wang, and Donglin Zeng
Nonparametric inference for immune response thresholds of risk in vaccine studies Kevin Morrell Donovan, Michael G. Hudgens, and Peter B. Gilbert
Radio-iBAG: Radiomics-based integrative Bayesian analysis of multiplatform genomic data Youyi Zhang, Jeffrey Morris, Shivali Narang Aerry, Arvind U. K. Rao, and Veera Baladandayuthapani
Imputation and post-selection inference in models with missing data: An application to colorectal cancer surveillance guidelines Lin Liu, Yuqi Qiu, Loki Natarajan, and Karen Messer
A hidden Markov model approach to characterizing the photo-switching behavior of fluorophores Lekha Patel, Nils Gustafsson, Yu Lin, Raimund Ober, Ricardo Henriques, and Edward Cohen
The classification permutation test: A flexible approach to testing for covariate imbalance Johann Gagnon-Bartsch and Yotam Shem-Tov
Identifying multiple changes for a functional data sequence with application to freeway traffic segmentation Jeng-Min Chiou, Yu-Ting Chen, and Tailen Hsing
Spatio-temporal short-term wind forecast: A calibrated regime-switching method Ahmed Aziz Ezzat, Mikyoung Jun, and Yu Ding
Network modelling of topological domains using Hi-C data Y. X. Rachel Wang, Purnamrita Sarkar, Oana Ursu, Anshul Kundaje, and Peter J. Bickel
Fast dynamic nonparametric distribution tracking in electron microscopic data Yanjun Qian, Jianhua Z. Huang, Chiwoo Park, and Yu Ding
Wavelet spectral testing: Application to nonstationary circadian rhythms Jessica Kate Hargreaves, Marina Knight, Jon Pitchford, Rachael Oakenfull, Sangeeta Chawla, Jack Munns, and Seth Davis
Distributional regression forests for probabilistic precipitation forecasting in complex terrain Lisa Schlosser, Torsten Hothorn, Reto Stauffer, and Achim Zeileis
Correction. Statistical Modeling and Analysis of Trace Element Concentrations in Forensic Glass Evidence Karen Deanna Huang Pan, and Karen Kafadar
RCRnorm: An integrated system of random-coefficient hierarchical regression models for normalizing NanoString nCounter data Gaoxiang Jia, Xinlei Wang, Qiwei Li, Wei Lu, Ximing Tang, Ignacio Wistuba, and Yang Xie
A hierarchical Bayesian model for single-cell clustering using RNA-sequencing data Yiyi Liu, Joshua Warren, and Hongyu Zhao
Fitting a deeply-nested hierarchical model to a large book review dataset using a moment-based estimator Ningshan Zhang, Kyle Schmaus, and Patrick O. Perry
Network classification with applications to brain connectomics Jesus D. Arroyo Relion, Daniel Kessler, Elizaveta Levina, and Stephan F. Taylor
Bayesian factor models for probabilistic cause of death assessment with verbal autopsies Tsuyoshi Kunihama, Zehang Li, Samuel Clark, and Tyler McCormick
A Bayesian mark interaction model for analysis of tumor pathology images Qiwei Li, Xinlei Wang, Faming Liang, and Guanghua Xiao
Sequential decision model for inference and prediction on non-uniform hypergraphs with application to knot matching from computational forestry Seong-Hwan Jun, Samuel W. K. Wong, James V. Zidek, and Alexandre Bouchard-Côté
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
Bayesian modeling of the structural connectome for studying Alzheimer’s disease Arkaprava Roy, Subhashis Ghosal, Jeffrey Prescott, and Kingshuk Roy Choudhury
Approximate inference for constructing astronomical catalogs from images Jeffrey Regier, Andrew Miller, David Schlegel, Ryan Adams, Jon McAuliffe, and Mr Prabhat
A Latent Discrete Markov Random Field Approach To Identifying and Classifying Historical Forest Communities Based on Spatial Multivariate Tree Species Counts Stephen Berg, Jun Zhu, Murray K. Clayton, Monika E. Shea, and David J. Mladenoff
Bayesian methods for multiple mediators: Relating principal stratification and causal mediation in the analysis of power plant emission controls Chanmin Kim, Michael J. Daniels, Joseph W. Hogan, Christine Choirat, and Corwin M. Zigler
Oblique random survival forests Byron Casey Jaeger, Leann Long, Dustin Long, Jeff Szychowski, Yuan-I Min, Leslie McClure, George Howard, and Noah Simon
A nonparametric spatial test to identify factors that shape a microbiome Susheela P. Singh, Ana-Maria Staicu, Robert R. Dunn, Noah Fierer, and Brian J. Reich