| Periodogram Regression, a Two Stage Mixed Effects Approach for Modelling Multiple Integer-Valued Time Series of Tropical Cyclone Frequency |
Lyuyuan Zhang, Guoqi Qian, and Sourav Das
|
| Boosting Data Analytics with Synthetic Volume Expansion |
Xiaotong Shen, Yifei Liu, and Rex Shen
|
| Heterogeneous Treatment and Spillover Effects Under Clustered Network Interference |
Falco Bargagli-Stoffi, Costanza Tortú, and Laura Forastiere
|
| Leveraging cellphone-derived mobility networks to assess COVID-19 travel risk |
Justin J. Slater, Patrick E. Brown, Jeffrey S. Rosenthal, and Jorge Mateu
|
| Risk Set Matched Difference-in-Differences for the Analysis of Effect Modification in an Observational Study on the Impact of Gun Violence on Health Outcomes |
Eric R Cohn, Zirui Son, and Jose R Zubizarreta
|
| Sensitivity Analysis and Power in the Presence of Many Weak Instruments: Application to the Effect of Incarceration on Future Earnings |
Ashkan Ertefaie, Jesse Y Hsu, David Harding, Jeffrey Morenoff, and Dylan S Small
|
| Analyzing Environmental Bioassays with Spatial Odds, Risk, and Survival Probability Ratio Regressions |
Debashis Mondal and Xiaohui Chang
|
| Predicting Census Survey Response Rates with Parsimonious Additive Models and Structured Interactions |
Shibal Ibrahim, Rahul Mazumder, Peter Radchenko, and Emanuel Ben-David
|
| Ultra-Sparse Small Area Estimation With Super Heavy Tailed Priors for Internal Migration Flows |
Brenda Betancourt and Jairo Fuquene-Patino
|
| PoD-BIN: A Probability of Decision Bayesian Interval Design for Time-to-Event Dose-Finding Trials with Multiple Toxicity Grades |
Meizi Liu, Ji Lin, MI Gu, Christelle Lorenzato, Xun Chen, and Yuan Ji
|
| Inferring Synergistic and Antagonistic Interactions in Mixtures of Exposures |
Shounak Chattopadhyay, Stephanie M. Engel, and David Dunson
|
| A New Design for Observational Studies Applied to the Study of the Effects of High School Football on Cognition Late in Life |
Katherine Brumberg, Dylan Small, and Paul Rosenbaum
|
| Contour Location for Reliability in Airfoil Simulation Experiments using Deep Gaussian Processes |
Annie S. Booth, Ashwin Renganathan, and Robert B. Gramacy
|
| Kullback-Leibler-Based Discrete Failure Time Models for Integration of Published Prediction Models with New Time-To-Event Dataset |
Di Wang, Wen Ye, Randall Sung, Hui Jiang, Jeremy M.G. Taylor, Lisa Ly, and Kevin He
|
| Has the Covid-19 Outbreak Capsized the Predictive Performance of Bayesian Var Models With Cointegration and Time-Varying Volatility? |
Anna Pajor, Łukasz Kwiatkowski, and Justyna Wróblewska
|
| Estimating Product Cannibalisation in Wholesale using Multivariate Hawkes Processes with Inhibition |
Isabella Deutsch and Gordon J. Ross
|
| Poisson Cluster Process Models for Detecting Ultra-Diffuse Galaxies |
Dayi Li, Alex Stringer, Patrick Brown, Gwendolyn Eadie, and Roberto Abraham
|
| The Short-Term Dynamics of Conflict-Driven Displacement: Bayesian Modeling of Disaggregated Data from Somalia |
Gregor Zens and Lisa Thalheimer
|
| Accounting for Shared Covariates in Semi-Parametric Bayesian Additive Regression Trees |
Estevao Prado
|
| Statistical Inference for Regression with Imputed Binary Covariates with Application to Emotion Recognition |
Ziqian Lin, Danyang Huang, Ziyu Xiong, and Hansheng Wang
|
| A Bayesian Approach to GRAPPA Parallel fMRI Image Reconstruction Increases SNR and Power of Task Detection |
Chase Sakitis and Daniel Rowe
|
| Overlap Violations in External Validity: Application to Ugandan Cash Transfer Programs |
Melody Huang
|
| A Three-State Coupled Markov Switching Model for Covid-19 Outbreaks Across Quebec Based on Hospital Admissions |
Dirk Douwes-Schultz, Alexandra M. Schmidt, Yannan Shen, and David Buckeridge
|
| Disentangling the Structure of Ecological Bipartite Networks From Observation Processes |
Emre Anakok, Pierre Barbillon, Colin Fontaine, and Elisa Thebault
|
| Comparative Judgement Modeling to Map Forced Marriage at Local Levels |
Rowland Guy Seymour, Albert Nyarko-Agyei, Helen McCabe, Katie Severn, David Sirl, Theodore Kypraios, and Adam Taylor
|
| More Power to You: Using Machine Learning to Augment Human Coding for More Efficient Inference in Text-Based Randomized Trials |
Reagan Mozer and Luke Miratrix
|
| Tracing the Impacts of Mount Pinatubo Eruption on Regional Climate Using Spatially-Varying Changepoint Detection |
Samantha Shi-Jun, Lyndsay Shand, and Bo Li
|
| A Spatial Autoregressive Random Forest Algorithm for Small-Area Spatial Prediction |
Cara MacBride, Vinny Davies, and Duncan Lee
|
| Dynamic Prediction with Multivariate Longitudinal Outcomes and Longitudinal Magnetic Resonance Imaging Data |
Haotian Zou, Luo Xiao, Donglin Zeng, and Sheng Luo
|
| Identifying Peer Influence in Therapeutic Communities Adjusting for Latent Homophily |
Shanjukta Nath, Keith Warren, and Subhadeep Paul
|
| EBiCop: Ensemble Bivariate Copulas for Modeling Multivariate Cyber Data Breach Risks |
Yijia Li, Quynh Nhu Nguyen, Maochao Xu, Peng Zhao, and Taizhong Hu
|
| A Reweighted Random Forest to Predict Health Outcomes Using Human Microbiome Data |
Tian Wang, Bing Li, Huang Xu, Yuqi Miao, Min Qian, and Shuang Wang
|
| Nested Dirichlet Models for Unsupervised Attack Pattern Detection in Honeypot Data |
Francesco Sanna Passino, Anastasia Mantziou, Daniyar Ghani, Philip Thiede, Ross Bevington, and Nicholas A. Heard
|
| A Novel Framework to Quantify Uncertainty in Peptide-Tandem Mass Spectrum Matches With Application to Nanobody Peptide Identification |
Chris Gordon McKennan, Zhe Sang, and Yi Shi
|
| Heterogeneous Network Analysis of Disease Clinical Treatment Measures via Mining Electronic Medical Record Data |
Jiping Wang, Rong Li, Wei-Shan Chang, Kai-Yuan Hsiao, BenChang Shia, and Shuangge Ma
|
| Contrastive Linear Regression |
Boyang Zhang, Sarah Nyquist, Andrew C Jones, Barbara Engelhardt, and Didong Li
|
| Variable Screening and Spatial Smoothing in Frechet Regression with Application to Diffusion Tensor Imaging |
Lei Yan, Xin Zhang, Zhou Lan, Dipankar Bandyopadhyay, and Yichao Wu
|
| Additive Density-on-Scalar Regression in Bayes Hilbert Spaces with an Application to Gender Economics |
Eva-Maria Maier, Almond Stöcker, Bernd Fitzenberger, and Sonja Greven
|
| Selecting Subpopulations for Causal Inference in Regression Discontinuity Designs |
Laura Forastiere, Alessandra Mattei, Julia Pesarini, Mauricio Barreto, and Fabrizia Mealli
|
| Rice-Distributed Autoregressive Time Series Modeling of Magnitude Functional MRI Data |
Daniel W Adrian, Ranjan Maitra, and Daniel B Rowe
|
| Holdout Sets for Safe Predictive Model Updating |
Sami Haidar-Wehbe, Samuel R. Emerson, Louis J. M. Aslett, and James Liley
|
| Endogeneity And Moments In Time Series Momentum’s Predictability Test |
Lei Jiang, Liang Peng, Zhongling Qin, and Bingduo Yang
|
| Censored C-Learning for Dynamic Treatment Regime in Colorectal Cancer Study |
Zishu Zhan, Zhishuai Liu, Cunjie Lin, Danhui Yi, and Yufei Yang
|
| Inferring Mechanistic Parameters of Somatic Hypermutation Using Neural Networks and Approximate Bayesian Computation |
Thayer Fisher, Julia Fukuyama, Kevin Sung, Noah Simon, and Frederick Matsen
|
| Design-Based Inference for Spatial Experiments under Unknown Interference |
Ye Wang, Cyrus Samii, Haoge Chang, and P.M. Aronow
|
| Nonparametric Additive Value Functions: Interpretable Reinforcement Learning with an Application to Surgical Recovery |
Patrick Ugochukwu Emedom-Nnamdi, Timothy R Smith, Jukka-Pekka Onnela, and Junwei Lu
|
| Low-Rank Longitudinal Factor Regression With Application to Chemical Mixtures |
Glenn Palmer, Amy H. Herring, and David B. Dunson
|
| Functional Clustering for Longitudinal Associations Between Social Determinants of Health and Stroke Mortality in the US |
Fangzhi Luo, Jianbin Tan, Donglan Zhang, Hui Huang, and Ye Shen
|
| Nonparametric Causal Decomposition of Group Disparities |
Ang Yu and Felix Elwert
|
| Modified Treatment Policy Effect Estimation With Weighted Energy Distance |
Ziren Jiang and Jared Davis Huling
|
| Comparing Baseball Players Across Eras via Novel Full House Modeling |
Shen Yan, Adrian Burgos Jr., Christopher Kinson, and Daniel James Eck
|