| Bayesian factor models for probabilistic cause of death assessment with verbal autopsies |
Tsuyoshi Kunihama, Zehang Li, Samuel Clark, and Tyler McCormick
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| SHOPPER: A probabilistic model of consumer choice with substitutes and complements |
Francisco J. R. Ruiz, Susan Athey, and David M. Blei
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| BART with targeted smoothing: An analysis of patient-specific stillbirth risk |
Jennifer E. Starling, Jared S. Murray, Carlos M. Carvalho, Radek K. Bukowski, and James G. Scott
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| Efficient real-time monitoring of an emerging influenza pandemic: How feasible? |
Paul Jeffrey Birrell, Lorenz Wernisch, Brian D. M. Tom, Leonhard Held, Gareth O. Roberts, Richard G. Pebody, Daniela De Angelis
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| Modeling microbial abundances and dysbiosis with beta-binomial regression |
Bryan D Martin, Daniela Witten, and Amy Willis
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| Integrative survival analysis with uncertain event times in application to a suicide risk study |
Weijie Wang, Robert Aseltine, Kun Chen, and Jun Yan
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| A Statistical Analysis of Noisy Crowdsourced Weather Data |
Arnab Chakraborty, Soumendra Nath Lahiri, and Alyson Wilson
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| The stratified micro-randomized trial design: Sample size considerations for testing nested causal effects of time-varying treatments |
Walter Dempsey, Peng Liao, Santosh Kumar, and Susan Murphy
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| Accounting For Uncertainty About Past Values In Probabilistic Projections Of The Total Fertility Rate For All Countries |
Peiran Liu and Adrian Elmes Raftery
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| Bayesian Mixed Effects Models for Zero-inflated Compositions in Microbiome Data Analysis |
Boyu Ren, Sergio Bacallado, Stefano Favaro, Tommi Vatanen, Curtis Huttenhower, and Lorenzo Trippa
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| A Hierarchical Bayesian Model for Predicting Ecological Interactions Using Scaled Evolutionary Relationships |
Mohamad Elmasri, Maxwell Jenner Farrell, T. Jonathan Davies, and David Alan Stephens
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| Surface temperature monitoring in liver procurement via functional variance change point analysis |
Zhenguo Gao, Pang Du, Ran Jin, and John L. Robertson
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| An Efficient and Computationally Robust Statistical Method for Analyzing Case-Control Mother-Offspring Pair Genetic Association Studies |
Hong Zhang, Bhramar Mukherjee, Victoria Arthur, Gang Hu, Hagit Hochner, and Jinbo Chen
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| Regression for copula-linked compound distributions with applications in modeling aggregate insurance claims |
Peng Shi and Zifeng Zhao
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| Torus Graphs for Multivariate Phase Coupling Analysis |
Natalie Klein, Josue Orellana, Scott Brincat, Earl K Miller, and Robert E Kass
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| Modifying the Chi-square and the CMH test for population genetic inference: adapting to over-dispersion |
Kerstin Spitzer, Marta Pelizzola, and Andreas Futschik
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| TFisher: A powerful truncation and weighting procedure for combining P-values |
Hong Zhang, Tiejun Tong, John Landers, and Zheyang Wu
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| Optimal Asset Allocation with Multivariate Bayesian Dynamic Linear Models |
Jared Dale Fisher, Davide Pettenuzzo, and Carlos M Carvalho
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| Assessing wage status transition and stagnation using quantile transition regression |
Chih-Yuan Hsu, Yi-Hau Chen, Ruoh-Rong Yu, and Tsung-Wei Hung
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| A Fast Particle-Based Approach for Calibrating a 3-D Model of the Antarctic Ice Sheet |
Ben Seiyon Lee, Murali Haran, Robert William Fuller, David Pollard, and Klaus Keller
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| Estimating and forecasting the smoking-attributable mortality fraction for both genders jointly in over 60 countries |
Yicheng Li and Adrian E. Raftery
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| Estimating the health effects of environmental mixtures using Bayesian semiparametric regression and sparsity inducing priors |
Joseph Antonelli, Maitreyi Mazumdar, David Bellinger, David Christiani, Robert Wright, and Brent Coull
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| Estimation of Dyadic Characteristics of Family Networks using Sample Survey Data |
Chris Skinner and Fiona Steele
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| Modeling Wildfire Ignition Origins in Southern California Using Linear Network Point Processes |
Medha Uppala and Mark Stephen Handcock
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| Feature selection for generalized varying coefficient mixed-effect models with application to obesity GWAS |
Wanghuan Chu, Runze Li, Jingyuan Liu, and Matthew Reimherr
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| Measuring Human Activity Spaces from GPS Data with Density Ranking and Summary Curves |
Yen-Chi Chen and Adrian Dobra
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| A comparison of principal component methods between multiple phenotype regression and multiple SNP regression in genetic association studies |
Zhonghua Liu, Ian Barnett, and Xihong Lin
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| Sequential Importance Sampling for Multi-Resolution Kingman-Tajima Coalescent Counting |
Lorenzo Cappello and Julia A. Palacios
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| Causal Inference from Observational Studies with Clustered Interference, with Application to a Cholera Vaccine Study |
Brian G Barkley, Michael G Hudgens, John D Clemens, Mohammad Ali, and Michael E Emch
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| A Hierarchical Dependent Dirichlet Process Prior for Modelling Birds Migration Patterns in the UK |
Alex Diana, Eleni Matechou, Jim Griffin, and Alison Johnston
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| Estimating Causal Effects in Studies of Human Brain Function: New Models, Methods and Estimands |
Michael Edward Sobel and Martin A. Lindquist
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| Multi-view cluster aggregation and splitting, with an application to multi-omic breast cancer data |
Antoine Godichon-Baggioni, Cathy Maugis-Rabusseau, and Andrea Rau
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| Baseline Drift Estimation for Air Quality Data Using Quantile Trend Filtering |
Halley L. Brantley, Joseph Guinness, and Eric C. Chi
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| Function-on-Scalar Quantile Regression with Application to Mass Spectrometry Proteomics Data |
Yusha Liu, Meng Li, and Jeffrey S Morris
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