Jonathan S. Schildcrout, Ph.D.
Professor, Vice Chair of Research
Department of Biostatistics
Vanderbilt University Medical Center
2525 West End Ave, Suite 1100
Nashville, TN 37203

e-mail: jonny dot schild at vumc dot org

Phone: 615.343.5432
May_16,_2018_12_38_PM_2018-05-17_10-58-23.jpg


Methodological Research Interests

Most of my methodological research is targeted towards longitudinal data studies, epidemiological study designs, and their intersection. I have developed and researched semi-parametric and parametric analysis procedures for longitudinal regression modeling. This includes models for continuous, binary and ordinal response settings. One of the coolest things to me about longitudinal or repeated measures data is that we as analysts are able to consider distinct sources response and particularly exposure variation. As opposed to scalar response settings where all response and exposure variability emanates from "between-cluster" or "between-subject" variability, in longitudinal and correlated data settings, variability arises from repeated measures within subjects in addition to variability between subjects. The extent of between versus within subject variability has a major impact on both on interpretation of model parameters as well as on the operating characteristics of the associated estimators. While I believe different models and estimation procedures are useful in different scenarios, my methods research for categircal data has tended to focus on marginal model estimation and inference.

Over the past decade, I have been particularly interested in epidemiological study designs for longitudinal data. These designs are extension of the case-control design for scalar, binary response data, to various longitudinal and cluster-correlated response distributions. The designs are often retrospective, and are highly cost and resource efficient.

Collaborative Research Interests

Health services research, diabetes and obesity prevention interventions, pharamcogenetics, resource preserving genetic testing programs for indvidualized medicine, epidemiology, predictive modeling and evaluation of predictive models, topics in pain and anesthesiology research.

Teaching

Bios 7346: Advanced Regression Analysis II (Spring 2013-2021)


Research

Web applications and functions

Adverse Event Prevented Calculations: Link to manuscript
Normal ranges for ECG parameters: Link to manuscript
Morbidity Dissimilarity Index: Link to manuscript

Pubmed
Google Scholar
CV

Topic revision: r89 - 29 Nov 2021, JonathanSchildcrout
 

This site is powered by FoswikiCopyright © 2013-2020 by the contributing authors. All material on this collaboration platform is the property of the contributing authors.
Ideas, requests, problems regarding Vanderbilt Biostatistics Wiki? Send feedback