Publications

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November 23, 2022

Improved prediction of perimetric loss in glaucomatous eyes using latent class mixed modeling

S.S. Swaminathan, A.A. Jammal, J.S. Rao and F.A. Mederios

November 12, 2022

A formal framework for knowledge acquisition: Going beyond machine learning

O. Hossjer, D.A. Diaz-Pachon and J.S. Rao

Entropy

LINK

May 18, 2022

Racism in the residuals: disentangling the health effects of race and genetic ancestry in an American hospital population

K. Actkins, S. Stallings, J.S. Rao, M. Aldrich, S. Bland, P. Straub, A. Beeghly-Fadiel, J. Chavez, J.L. McCauley, S.T. Miller-Hughes, J. Benn-Torres, N.J. Cox, C. Wilkins and L.K. Davis

March 16, 2022

Geo-spatial risk factor analysis for drug overdose death in South Florida from 2014-2019, and the independent contribution of social determinants of health

M. Liu, J. Caplan, L. Kennedy, I. Moise, D. Feaster, V. Horigian, J. Roll, S. McPherson and J.S. Rao

June 1, 2021

Rates of glaucoma progression derived from linear mixed models using varied random effect distributions

S.S. Swaminathan, S.I. Berchuck, A. Jammal, J.S. Rao and F.A. Mederios

LINK

July 29, 2022

Mode Hunting using Pettiest Components Analysis

T. Liu, D. Diaz, J.S. Rao and J.E. Dazard

(to appear in IEEE Transactions On Pattern Analysis and Machine Intelligence)

LINK

January 4, 2023

Novel spatial two-fold modeling of perimetric rates of change using glaucomatous population data

Z. Chen, Z., J.S. Rao, and S. Swaminathan

Jan 2, 2022

"Back-to-the-future" projections for COVID-19 surges

J.S. Rao, T. Liu and D.A Diaz-Pachon

LINK

February 22, 2023

An information theoretic approach to prevalence estimation and missing data

O. Hossjer, D.A. Pachon-Diaz, C. Zhao and J.S. Rao

Submitted

Feb 26, 2023

Comparing Bayesian variable selection to lasso approaches for applications in psychology

S.A. Bainter, T.G. McCauley, M.M. Fahmy, Z.T. Goodman, L.B. Kupis, and J.S. Rao

Psychometrika (to appear)

J. Sunil Rao, Ph.D.

Professor, Division of Biostatistics
School of Public Health
Director of Biostatistics, Masonic Cancer Center
University of Minnesota, Twin Cities

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