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Biostatistics

Jian Kang

Professor Jian Kang’s research lies at the forefront of data science in biostatistics, with a strong emphasis on developing and applying advanced Bayesian and machine learning methodologies to extract insights from complex biomedical data. His work integrates statistical rigor with computational innovation to address high-dimensional, structured, and noisy data commonly encountered in public health, neuroscience, ...

Michele Peruzzi

I work on the development of interpretable and scalable methods and software for the analysis of spatial data, with applications to ecology, environmental sciences, remote sensing, as well as “omics” multiplexed imaging data. I am primarily interested in three main areas: (1) methods development for spatial multivariate data; (2) scientific applications of Bayesian methods for ...

Alex Lam Tsoi

* Causal Relationship and Shared Genetic Loci between Psoriasis and Type 2 Diabetes through Trans-Disease Meta-Analysis. J Invest Dermatol.141(6): 1493-1502, 06/2021. This study investigates the genetic overlap and causal relationships between psoriasis and type 2 diabetes (T2D). Using trans-disease meta-analysis (TDMA), we identified shared genetic loci that suggest a potential common pathophysiological pathway between the ...

Bingkai Wang

My research interests are in causal inference, randomized clinical trials, clustered data and their interactions with infectious disease research. In my research, data analysis is the core, and I use semi-parametric models and machine learning algorithms to draw statistical inference, make predictions, and quantify uncertainties.

Fan Bu

I am broadly interested in Bayesian and computational statistics for analyzing large-scale and complex data. I am particularly interested in spatio-temporal statistics, network inference, infectious disease models, and distributed learning. My methodological research has been motivated by applications in public health, observational healthcare studies, computational social science, and sports sciences. I came from a math ...

Irina Gaynanova

Dr. Gaynanova’s research focuses on the development of statistical methods for analysis of modern high-dimensional biomedical data. Her methodological interests are in data integration, machine learning and high-dimensional statistics, motivated by challenges arising in analyses of multi-omics data (e.g., RNASeq, metabolomics, micribiome) and data from wearable devices (continuous glucose monitors, ambulatory blood pressure monitors, activity ...

Hui Jiang

My research focuses on statistical genomics and computational statistics. I am interested in developing statistical and computational methods for the analysis of large-scale biological datasets generated by modern high-throughput technologies such as next-generation sequencing. I implemented many of the methods that I developed as software tools and packages to be used by the research community. ...

Gen Li

Dr. Gen Li is an Assistant Professor in the Department of Biostatistics. He is devoted to developing new statistical methods for analyzing complex biomedical data, including multi-way tensor array data, multi-view data, and compositional data. His methodological research interests include dimension reduction, predictive modeling, association analysis, and functional data analysis. He also has research interests ...

Walter Dempsey

Dr. Dempsey’s research focuses on statistical methods for digital and mobile health. My current work involves three complementary research themes: (1) experimental design and data analytic methods to inform multi-stage decision making in health; (2) statistical modeling of complex longitudinal and survival data; and (3) statistical modeling of complex relational structures such as interaction networks. ...

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Veera Baladandayuthapani

Professor, Biostatistics, School of Public Health

Moulinath Banerjee

Professor, Biostatistics, Statistics, LSA

Mousumi Banerjee

Anant M. Kshirsagar Collegiate Research Professor, Biostatistics, School of Public HealthIHPIRogel Cancer Center

Michael Boehnke

Richard G Cornell Distinguished University Professor, Biostatistics, School of Public Health

Fan Bu

Assistant Professor, Biostatistics, School of Public Health

Walter Dempsey

Assistant Professor of Biostatistics, Assistant Research Professor at the Institute of Social Research, Department of Biostatistics

Michael Elliott

Professor, Biostatistics, School of Public Health Survey Research Center

Andrzej T Galecki

Research Professor, Internal Medicine - Geriatric and Palliative Medicine, Michigan Medicine

Research Professor, Biostatistics, School of Publich Health

Irina Gaynanova

Associate Professor, Biostatistics, School of Public Health

Associate Professor, Statistics, College of Literature, Science, and the Arts