1. Home
  2. Research
  3. Preprints

Preprints

Linear Convergence of the Subspace Constrained Mean Shift Algorithm: From Euclidean to Directional Data

Yikun Zhang, Yen-Chi Chen
Published 4/28/2021
Download PDF

Skeleton Clustering: Dimension-Free Density-based Clustering

Zeyu Wei, Yen-Chi Chen
Published 4/21/2021
Download PDF

Co-clustering of time-dependent data via Shape Invariant Model

Alessandro Casa, Charles Bouveyron, Elena Erosheva, Giovanna Menardi
Published 4/7/2021
Download PDF

A Statistical Introduction to Template Model Builder: A Flexible Tool for Spatial Modeling

Aaron Osgood-Zimmerman, Jon Wakefield
Published 3/17/2021
Download PDF

Discussion of 'Estimating time-varying causal excursion effect in mobile health with binary outcomes' by T. Qian et al

F. Richard Guo, Thomas S. Richardson, James M. Robins
Published 3/3/2021
Download PDF

Estimating SARS-CoV-2 Infections from Deaths, Confirmed Cases, Tests, and Random Surveys

Nicholas J. Irons, Adrian E. Raftery
Published 2/21/2021
Download PDF

DeepGLEAM: A hybrid mechanistic and deep learning model for COVID-19 forecasting

Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Published 2/12/2021
Download PDF

The EM Perspective of Directional Mean Shift Algorithm

Yikun Zhang, Yen-Chi Chen
Published 1/25/2021
Download PDF

The Central Role of the Identifying Assumption in Population Size Estimation

Serge Aleshin-Guendel, Mauricio Sadinle, Jon Wakefield
Published 1/22/2021
Download PDF

Differentiable Programming à la Moreau

Vincent Roulet, Zaid Harchaoui
Published 12/31/2020
Download PDF

Identifying the latent space geometry of network models through analysis of curvature

Shane Lubold, Arun G. Chandrasekhar, Tyler H. McCormick
Published 12/18/2020
Download PDF

Estimating Seroprevalence of SARS-CoV-2 in Ohio: A Bayesian Multilevel Poststratification Approach with Multiple Diagnostic Tests

David Kline, Zehang Li, Yue Chu, Jon Wakefield, William C. Miller, Abigail Norris Turner, Samuel J Clark
Published 11/17/2020
Download PDF

A Probabilistic Model for Analyzing Summary Birth History Data

Katie Wilson, Jon Wakefield
Published 11/13/2020
Download PDF

Neuro-PC: Causal Functional Connectivity from Neural Dynamics

Rahul Biswas, Eli Shlizerman
Published 11/8/2020
Download PDF

Kernel Smoothing, Mean Shift, and Their Learning Theory with Directional Data

Yikun Zhang, Yen-Chi Chen
Published 10/22/2020
Download PDF

Estimating efficacy of measles supplementary immunization activities via discrete-time modeling of disease incidence time series

Tracy Qi Dong, Jon Wakefield
Published 10/17/2020
Download PDF

Minimal enumeration of all possible total effects in a Markov equivalence class

F. Richard Guo, Emilija Perkovic
Published 10/16/2020
Download PDF

Discussion of Kallus (2020) and Mo, Qi, and Liu (2020): New Objectives for Policy Learning

Sijia Li, Xiudi Li, Alex Luedtke
Published 10/9/2020
Download PDF

Estimating the Stillbirth Rate for 195 Countries Using A Bayesian Sparse Regression Model with Temporal Smoothing

Zhengfan Wang, Miranda J. Fix, Lucia Hug, Anu Mishra, Danzhen You, Hannah Blencowe, Jon Wakefield, Leontine Alkema
Published 10/7/2020
Download PDF

High Dimensional Bayesian Network Classification with Network Global-Local Shrinkage Priors

Sharmistha Guha, Abel Rodriguez
Published 9/23/2020
Download PDF

Estimation of Health and Demographic Indicators with Incomplete Geographic Information

Katie Wilson, Jon Wakefield
Published 9/17/2020
Download PDF

On the power of Chatterjee rank correlation

Hongjian Shi, Mathias Drton, Fang Han
Published 8/26/2020
Download PDF

A Prior for Record Linkage Based on Allelic Partitions

Brenda Betancourt, Juan Sosa, Abel Rodríguez
Published 8/23/2020
Download PDF

Non-convex Learning via Replica Exchange Stochastic Gradient MCMC

Wei Deng, Qi Feng, Liyao Gao, Faming Liang, Guang Lin
Published 8/12/2020
Download PDF

A Bayesian Approach to Spherical Factor Analysis for Binary Data

Xingchen Yu, Abel Rodriguez
Published 8/12/2020
Download PDF