Research

INTERESTS

My research interests are primarily in the areas of spatial statistics and relational data analysis.  I have made contributions in the areas of dimension reduction methodology for spatio-temporal data, the development of covariate-driven nonstationary spatial models, hierarchical pathways models for exposure assessment, data-augmentation algorithms for spatial generalized linear (mixed) models, latent space models for network data, and model-based comparisons of networks.  Much of my research is motivated by applications in the environmental, social, and health sciences.  I currently collaborate with social scientists at Ohio State on the Adolescent Health and Development in Context Study, a longitudinal study of adolescents and their daily activity patterns.

PUBLICATIONS

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CURRENT COLLABORATORS

Chris Browning – Professor, Department of Sociology, The Ohio State University

Beth Boettner – Research Scientist, Institute for Population Research, The Ohio State University

Nico Pinchak – Postdoctoral Scholar, Urban Education Institute, University of Chicago

Dena Asta – Associate Professor,  Department of Statistics, The Ohio State University

Anna Smith – Assistant Professor, Department of Statistics, University of Kentucky

Cory Zigler – Professor, Department of Biostatistics, Brown University

CURRENT AND FORMER TRAINEES

David Wheeler (PhD in Geography, Ohio State 2006; co-advisor) – Professor of Biostatistics, Virginia Commonwealth University

Hongfei Li (PhD in Statistics, Ohio State, 2007; co-advisor) – Managing Director, Chief Data & Analytics Officer, Osso Capital

Candace Berrett (PhD in Statistics, Ohio State, 2010) – Professor, Department of Statistics, Brigham Young University

Bethann Mangel Pflugeisen (MS in Statistics, Ohio State, 2010) – Research Associate, MultiCare Institute for Research & Innovation

Daisuke Tatsumi (MS in Statistics, Ohio State, 2013; unofficial advisor) – Deputy-Director of Engineering, Administrative Office of Ports and Harbours, Bureau,Ministry of Land, Infrastructure, Transport and Tourism, Japan

Mark Risser (PhD in Statistics, Ohio State; 2015) – Research Scientist, Lawrence Berkeley National Lab and Visiting Scholar, UC Berkeley Department of Statistics

Yanan Jia (Ph D in Statistics, Ohio State; 2016) – Machine Learning Research Scientist, Businessolver

Anna Smith (PhD in Statistics, Ohio State; 2017) – Assistant Professor, Department of Statistics, University of Kentucky; Previously, Postdoctoral Fellow, Department of Statistics, Columbia University

Wenna Xi – (PhD in Biostatistics, Ohio State; 2019) – Instructor, Division of Biostatistics, Weill Cornell Medicine

Kori Khan – (PhD in Statistics, Ohio State; 2020) – Assistant Professor, Department of Statistics, Iowa State University

Marcin Jurek – (Postdoctoral Fellow, UT-Austin; 2020-2023) – Assistant Professor, Department of Statistics and Data Science, Southern Methodist University

Jake Tarrence – (Postdoctoral Fellow, UT-Austin; 2022) – Operations and Policy Analyst, Oregon Department of Human Services

Brandon Carter – (PhD in Statistics, UT-Austin; 2024)

Yiwei Gong – (PhD in Statistics, UT-Austin; expected 2025, co-advisor)

FUNDING

My research has been funded by the NIH, NSF, NASA, and other agencies and foundations.