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Jonathan Schildcrout, Ph.D. |
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| Introduction |
Jonathan Schildcrout, PhD is an Assistant Professor of Biostatistics who came to Vanderbilt in 2004. He received his Ph.D. in Biostatistics from the University of Washington in Seattle in 2004, having previously trained at the University of North Carolina and at Indiana University.
His methodological research interests include longitudinal data analysis, epidemiological study design, and methods for valid analyses of electronic medical records. Jonathan has worked as a clinical trials statistician at the Duke Clinical Research Institute, and since joining Vanderbilt has worked on projects that involve pre-marketing assessment of pharmaceutical safety, potential utility of decision support systems in hospital settings, and examination longitudinal relationships between medications and clinical laboratory data. Jonathan is currently dedicating approximately 20% of his effort to Anesthesiology.
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Education & Training |
BS - Mathematics, Indiana University
MS - Biostatistics, University of North Carolina - Chapel Hill
PhD - Biostatistics, University of Washington
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Recent Publications |
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J.S. Schildcrout and P.J. Heagerty. On outcome-dependent sampling designs for longitudinal
binary response data with time-varying covariates. Biostatistics, 9:735-49, Oct 2008.
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J.S. Schildcrout, C.A. Jenkins, J.H. Ostro , D.L. Gillen, F.E. Harrell, and D.C. Trost. Analysis
of longitudinal laboratory data in the presence of common selection mechanisms: a view toward
greater emphasis on pre-marketing pharmaceutical safety. Stat Med, 27:2248-2266, May 2008.
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Fern Fitzhenry, Josh P Peterson, Mark Arrieta, Lemuel R Waitman, Jonathan S Schildcrout,
and Miller Randolph M. Medication administration discrepancies persist despite electronic
ordering. Journal of the Medical Informatics Association, 14(6):756{764, 2007.
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J.S. Schildcrout and P.J. Heagerty. Marginalized models for moderate to long series of longi-
tudinal binary response data. Biometrics, 63:322{331, Jun 2007.
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Jonathan S Schildcrout, Lianne Sheppard, Thomas Lumley, James C Slaughter, Jane Q Koenig,
and Gail G Shapiro. Ambient air pollution and asthma exacerbations in children: an eight-city
analysis. Am J Epidemiol, 164(6):505{517, Sep 2006.
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Recent Presentations |
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Schildcrout JS, Analysis and Summarization of Longitudinal Clinical Lab Data Towards De-
tection of Hepatotoxicity, Denver, Colorade, August 2008
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Schildcrout JS, Ecient Outcome Dependent Sampling Designs for Longitudinal Binary Re-
sponse Data, International Biometrics Conference, Dublin, Ireland, July 2008
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Schildcrout JS, Statistical considerations in the practice of law, The Henry Phillips Chapter
of the American Inns of Court Meeting, Nashville, TN, January 2008
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Schildcrout JS, Ostro J, Jenkins CA, Harrell FEH, Trost DC, Analysis of Longitudinal Clini-
cal Lab Data with Latent Mixture Models, Biopharmaceutical Applied Statistics Symposium,
Savannah, GA, November 2007
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Schildcrout JS, Analysis of Longitudinal Clinical Lab Data with Latent Mixture Models, The
International Conference on Industrial and Applied Mathematics, Zurich, Switzerland, July
2007
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Schildcrout JS, Heagerty PJ, Marginalized Model Estimation under a Biased Sampling Study
Design, presented at the East North American Region of the International Biometric Society,
Atlanta, GA, March 2007
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Schildcrout JS, Heagerty PJ, An Ecient Outcome-Dependent Sampling for Longitudinal
Binary Response Data, presented at the Joint Statistical Meetings, Seattle, WA, August
2006
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Schildcrout JS, Flexible Regression Modeling of Longitudinal Clinical Lab Data, presented
at P zer Inc., Groton, CT, July 2006
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Schildcrout JS, Dynamic Regression Models towards Early Detection of Drug Toxicity, Pre-
sented at the Midwest Biopharmaceutical Statistics Workshop, Muncie, IN, May 2006
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