| 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
|
| 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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| 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
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| 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
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| Estimating the rate constant from biosensor data via an adaptive variational Bayesian approach |
Ye Zhang, Zhigang Yao, Patrik Forssen, and Torgny Fornstedt
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| Estimating abundance from multiple sampling capture-recapture data via a multi-state multi-period stopover model |
Hannah Worthington, Rachel McCrea, Ruth King, and Richard Griffiths
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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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| A hierarchical curve-based approach to the analysis of manifold data |
Liberty Vittert, Adrian W Bowman, and Stanislav Katina
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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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| Robust elastic net estimators for variable selection and identification of proteomic biomarkers |
Gabriela V. Cohen Freue, David Kepplinger, Matias Salibian-Barrera, and Ezequiel Smucler
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| Empirical Bayes analysis of RNA sequencing experiments with auxiliary information |
Kun Liang
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| Bayesian indicator variable selection to incorporate hierarchical overlapping group structure in multi-omics applications |
Li Zhu, Zhiguang Huo, Tianzhou Ma, Steffi Oesterreich, and George C. Tseng
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| Statistical inference in partially observed stochastic compartmental models with application to cell lineage tracking of in vivo hematopoiesis |
Jason Xu, Samson Koelle, Peter Guttorp, Chuanfeng Wu, Cynthia Dunbar, Janis Abkowitz, and Vladimir Minin
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| Fire seasonality identification with multimodality tests |
Jose Ameijeiras-Alonso, Akli Benali, Rosa M. Crujeiras, Alberto Rodríguez-Casal, and José M. C. Pereira
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| Joint Model of Accelerated Failure Time and Mechanistic Nonlinear Model for Censored Covariates, with application in HIV/AIDS |
Hongbin Zhang and Lang Wu
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| Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways |
Federico Castelletti and Guido Consonni
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| Prediction of small area quantiles for the Conservation Effects Assessment Project using a mixed effects quantile regression model |
Emily Berg and Danhyang Lee
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| Principal nested shape space analysis of molecular dynamics data |
Ian L. Dryden, Kwang-Rae Kim, Charles A. Laughton, and Huiling Le
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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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| Microsimulation model calibration using Incremental Mixture Approximate Bayesian Computation |
Carolyn M. Rutter, Jonathan Ozik, Maria DeYoreo, and Nicholson Collier |
| Spatial Modeling of Trends in Crime over Time in Philadelphia |
Cecilia Balocchi and Shane Jensen
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| Predicting Paleoclimate from Compositional Data using Multivariate Gaussian Process Inverse Prediction |
John Tipton, Mevin Hooten, Connor Nolan, Robert Booth, and Jason McLachlan
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| Propensity score weighting for causal inference with multiple treatments |
Fan Li and Fan Li
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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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| Scalable high-resolution forecasting of sparse spatiotemporal events with kernel methods: A winning solution to the NIJ “Real-Time Crime Forecasting Challenge” |
Seth Flaxman, Michael Chirico, Pau Pereira, and Charles Loeffler
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| Outline analyses of the called strike zone in Major League baseball |
Dale Zimmerman, Jun Tang, and Rui Huang
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| On Bayesian New Edge Prediction and Anomaly Detection in Computer Networks |
Silvia Metelli and Nicholas Heard
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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
|
| A general theory for preferential sampling in environmental networks |
Joe Watson, James Zidek, and Gavin Shaddick
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| New formulation of the Logistic-Gaussian process to analyze trajectory tracking data |
Gianluca Mastrantonio, Clara Grazian, Sara Mancinelli, and Enrico Bibbona
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| A Statistical Analysis of Noisy Crowdsourced Weather Data |
Arnab Chakraborty, Soumendra Nath Lahiri, and Alyson Wilson
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| A simple, consistent estimator of heritability for genome-wide association studies |
Armin Schwartzman, Andrew J. Schork, Rong Zablocki, and Wesley K. Thompson
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| Hierarchical infinite factor models for improving the prediction of surgical complications for geriatric patients |
Elizabeth Lorenzi, Ricardo Henao, and Katherine Heller
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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
|
| 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
|
| Estimating and forecasting the smoking-attributable mortality fraction for both genders jointly in over 60 countries |
Yicheng Li and Adrian E. Raftery
|
| 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
|
| Estimation of Dyadic Characteristics of Family Networks using Sample Survey Data |
Chris Skinner and Fiona Steele
|
| Modeling Wildfire Ignition Origins in Southern California Using Linear Network Point Processes |
Medha Uppala and Mark Stephen Handcock
|
| 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
|