| Late 19th-Century Navigational Uncertainties and Their Influence on Sea Surface Temperature Estimates |
Chenguang Dai, Duo Chan, Peter Huybers, and Natesh Pillai
|
| Discovering Interactions Using Covariate Informed Random Partition Models |
Garritt L. Page, Fernando A Quintana, and Gary L. Rosner
|
| BayICE: A Bayesian hierarchical model for semi-reference-based deconvolution of bulk transcriptomic data |
An-Shun Tai, George Chien-Cheng Tseng, and Wen-Ping Hsieh
|
| Model Free Estimation of Graphical Model using Gene Expression Data |
Jenny Yang, Yang Liu, Yufeng Liu, and Wei Sun
|
| Accounting for Smoking in Forecasting Mortality and Life Expectancy |
Yicheng Li and Adrian E. Raftery
|
| Integrative Network Learning for Multi-modality Biomarker Data |
Shanghong Xie, Donglin Zeng, and Yuanjia Wang
|
| Analyzing second order stochasticity of neural spiking under stimuli-bundle exposure |
Christopher D Glynn, Surya T Tokdar, Azeem Zaman, Valeria C Caruso, Jeffrey T Mohl, Shawn M Willett, and Jennifer M Groh
|
| Point process modeling of drug overdoses with heterogeneous and missing data |
Xueying Liu, Jeremy Carter, Brad Ray, and George Mohler
|
| Spike-and-Slab Lasso Biclustering |
Gemma Moran, Veronika Rockova, and Edward George
|
| Robust inference when combining inverse-probability weighting and multiple imputation to address missing data with application to an electronic health records-based study of bariatric surgery |
Tanayott Thaweethai, David E Arterburn, Karen J Coleman, and Sebastien Haneuse
|
| An Evaluation of Statistical Methods for Aggregate Patterns of Replication Failure |
Jacob M Schauer, Kaitlyn G Fitzgerald, Sarah Peko-Spicer, Mena Whalen, Rrita Zejnullahi, and Larry V Hedges
|
| An Approximate Best Prediction Approach to Small Area Estimation for Sheet and Rill Erosion under Informative Sampling |
Emily Berg and Jae-Kwang Kim
|
| Random-effects meta-analysis of Phase I dose-finding studies using stochastic process priors |
Moreno Ursino, Christian Röver, Sarah Zohar, and Tim Friede
|
| Two-phase sampling strategies for design-based mapping of continuous spatial populations in environmental surveys |
Lorenzo Fattorini, Sara Franceschi, Marzia Marcheselli, Caterina Pisani, and Luca Pratelli
|
| Monitoring vaccine safety by studying temporal variation of adverse events using Vaccine Adverse Event Reporting System |
Jing Huang, Yi Cai, Jingcheng Du, Ruosha Li, Susan Ellenberg, Sean Hennessy, Cui Tao, and Yong Chen
|
| Large-scale inference of correlation among mixed-type biological traits with phylogenetic multivariate probit models |
Zhenyu Zhang, Akihiko Nishimura, Paul Bastide, Xiang Ji, Rebecca P. Payne, Philip Goulder, Philippe Lemey, and Marc A. Suchard
|
| The Role of Scale in the Estimation of Cell-type Proportions |
Gregory J. Hunt and Johann A. Gagnon-Bartsch
|
| A regression discontinuity design for ordinal running variable: Evaluating Central Bank purchases of corporate bonds |
Fan Li, Andrea Mercatanti, Taneli Makinen, and Andrea Silvestrini
|
| A Multiple Imputation Procedure for Record Linkage and Causal Inference to Estimate the Effects of Home-delivered Meals |
Mingyang Shan, Kali Thomas, and Roee Gutman
|
| High-fidelity hurricane surge forecasting using emulation and sequential experiments |
Matthew Plumlee, Taylor G. Asher, Won Chang, and Matthew V. Bilskie
|
| Spatial Distributed Lag Data Fusion for Estimating Ambient Air Pollution |
Joshua L. Warren, Marie Lynn Miranda, Joshua L. Tootoo, Claire E. Osgood, and Michelle L. Bell
|
| Estimation of cell lineage trees by maximum likelihood phylogenetics |
Jean Feng, William DeWitt, Aaron McKenna, Noah Simon, Amy Willis, and Frederick Matsen
|
| BETS: The dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic |
Qingyuan Zhao, Nianqiao Ju, Sergio Bacallado, and Rajen D Shah
|
| An Empirical Bayes Change Point Model for Transcriptome Time Course Data |
Tian Tian, Ruihua Cheng, and Zhi Wei
|
| Probabilistic Forecasting of the Arctic Sea Ice Edge with Contour Modeling |
Hannah Director, Adrian Raftery, and Cecilia Bitz
|
| A Hermite-Gaussian Based Exoplanet Radial Velocity Estimation Method |
Parker H. Holzer, Jessi Cisewski-Kehe, Debra Fischer, and Lily Zhao
|
| Model-based Feature Selection and Clustering of RNA-seq Data for Unsupervised Subtype Discovery |
David K Lim, Naim U Rashid, and Joseph G Ibrahim
|
| A Continuous-Time Semi-Markov Model for Animal Movement in a Dynamic Environment |
Devin Johnson, Noel Pelland, and Jeremy Sterling
|
| Prediction of the NASH through penalized mixture of logistic regression models |
Marie Morvan, Émilie Devijver, Madison Giacofci, and Valérie Monbet
|
| Inference of Large Modified Poisson-type Graphical Models: Application to RNA-seq Data in Childhood Atopic Asthma Studies |
Rong Zhang, Zhao Ren, Juan C. Celedón, and Wei Chen
|
| Inflection points in community-level homeless rates |
Christopher Glynn, Thomas H. Byrne, and Dennis P. Culhane
|
| A Multivariate Spatio-Temporal Change Point Model of Opioid Overdose Deaths in Ohio |
Staci A Hepler, Lance Waller, and David Kline
|
| Two-way sparsity for time-varying networks, with applications in genomics |
Thomas E Bartlett
|
| Additive Stacking for Disaggregate Electricity Demand Forecasting |
Christian Capezza, Biagio Palumbo, Yannig Goude, Simon N. Wood, and Matteo Fasiolo
|
| Estimating high-resolution Red Sea surface temperature hotspots, using a low-rank semiparametric spatial model |
Arnab Hazra and Raphael Huser
|
| Efficient Bayesian Inference of General Gaussian Models on Large Phylogenetic Trees |
Paul Bastide, Lam Si Tung Ho, Guy Baele, Philippe Lemey, and Marc A Suchard
|
| Tensor-Variate Finite Mixture Modeling for the Analysis of University Professor Remuneration |
Shuchismita Sarkar, Volodymyr Melnykov, and Xuwen Zhu
|
| A Bayesian Semiparametric Jolly-Seber Model with Individual Heterogeneity: An Application to Migratory Mallards at Stopover |
Guohui Wu, Scott Holan, Alexis Avril, and Jonas Waldenström
|
| Scalable penalized spatiotemporal land-use regression for ground-level nitrogen dioxide |
Kyle P Messier and Matthias Katzfuss
|
| A Compositional Model to Assess Expression Changes from Single-Cell RNA-Seq Data |
Xiuyu Ma, Keegan Korthauer, Christina Kendziorski, and Michael A. Newton
|
| Unsupervised streaming anomaly detection for instrumented infrastructure |
Henrique Helfer Hoeltgebaum, Niall Adams, and Din-Houn Lau
|
| Function-on-Function Regression for the Identification of Epigenetic Regions Exhibiting Windows of Susceptibility to Environmental Exposures |
Michele Zemplenyi, Mark J. Meyer, Andres Cardenas, Marie-France Hivert, Sheryl L. Rifas-Shiman, Heike Gibson, Itai Kloog, Joel Schwartz, Emily Oken, Dawn L. DeMeo, Diane R. Gold, and Brent A. Coull
|
| Rapid Design of Metamaterials via Multi-target Bayesian Optimization |
Yang Yang, Chunlin Ji, and Ke Deng
|
| Causal Mediation Analysis for Sparse and Irregular Longitudinal Data |
Shuxi Zeng, Stacy Rosenbaum, Susan C. Alberts, Elizabeth A. Archie, and Fan Li
|
| Length-biased semi-competing risks models for cross-sectional data: an application to current duration of pregnancy attempt data |
Alexander McLain, Siyuan Guo, Marie Thoma, and Jiajia Zhang
|
| Two-stage Circular-circular Regression with Zero-inflation: Application to Medical Sciences |
Jayant Jha and Prajamitra Bhuyan
|
| A Statistical Pipeline for Identifying Physical Features that Differentiate Classes of 3D Shapes |
Bruce Wang, Timothy Sudijono, Henry Kirveslahti, Tingran Gao, Douglas M Boyer, Sayan Mukherjee, and Lorin Crawford
|
| Large scale multiple inference of collective dependence with applications to protein function |
Wen Zhou, Zhao Ren, Robert Jernigan, and Kejue Jia
|
| A covariance-enhanced approach to multi-tissue joint eQTL mapping with application to transcriptome-wide association studies |
Aaron J. Molstad, Wei Sun, and Li Hsu
|
| Joint and individual analysis of breast cancer histologic images and genomic covariates |
Iain Carmichael, Benjamin C. Calhoun, Katherine A. Hoadley, Melissa A. Troester, Joseph Geradts, Heather D Couture, Linnea Olsson, Charles M. Perou, Marc Niethammer, Jan Hannig, and J.S. Marron
|
| A Bayesian Nonparametric Model for Inferring Subclonal Populations from Structured DNA Sequencing Data |
Shai He, Aaron Schein, Vishal Sarsani, and Patrick Flaherty
|
| Perturbed factor analysis: Accounting for group differences in exposure profiles |
Arkaprava Roy, Isaac Lavine, Amy H Herring, and David B Dunson
|
| Global estimation and scenario-based projections of sex ratio at birth and missing female births using a Bayesian hierarchical time series mixture model |
Fengqing Chao, Patrick Gerland, Alex R. Cook, and Leontine Alkema
|
| A Bridging Model to Reconcile Statistics Based on Data from Multiple Surveys |
Andreea Luisa Erciulescu
|
| Targeted Smooth Bayesian Causal Forests: An analysis of heterogeneous treatment effects for simultaneous versus interval medical abortion regimens over gestation |
Jennifer E Starling, Jared S Murray, Patricia A Lohr, Abigail RA Aiken, Carlos M Carvalho, and James G Scott
|
| Partial-Mastery Cognitive Diagnosis Models |
Zhuoran Shang, Elena A Erosheva, and Gongjun Xu
|
| Simultaneous inference of periods and period-luminosity relations for Mira variable stars |
Shiyuan He, Zhenfeng Lin, Wenlong Yuan, Lucas M. Macri, and Jianhua Z. Huang
|
| A Bayesian Nonparametric Approach to Super-Resolution Single-Molecule Localization |
Mariano Ignacio Gabitto, Herve Marie-Nelly, Ari Pakman, Andras Pataki, Xavier Darzacq, and Michael Jordan
|
| Zero-inflated quantile rank-score based test (ZIQRank) with application to scRNA-seq differential gene expression analysis |
Wodan Ling, Wenfei Zhang, Bin Cheng, and Ying Wei
|
| Hierarchical Integrated Spatial Process Modeling of Monotone West Antarctic Snow Density Curves |
Philip A White, Durban G Keeler, and Summer Rupper
|
| Sparse matrix linear models for structured high-throughput data |
Jane W Liang and Saunak Sen
|
| Modeling past event feedback through biomarker dynamics in the multi-state event analysis for cardiovascular disease data |
Chuoxin Ma, Hongsheng Dai, and Jianxin Pan
|