Jonathan S. Schildcrout, Ph.D. Assistant Professor Department of Biostatistics Department of Anesthesiology Vanderbilt University S-2323 Medical Center North Nashville, TN 37232-2158 e-mail: jonathan.schildcrout@vanderbilt.edu Phone: 615.343.5432 Fax: 615.343.4924

CV

Research

My research interest generally involve correlated and longitudinal data analysis in epidemiological and hospital settings. While there are a number of challenges faced when analyzing data in these settings, I am particularly interested in planned and unplanned selection of patients and / or times at which patients are observed. Towards planned selection, I am involved in the development of efficient outcome dependent sampling designs for longitudinal data when sub-sampling from existing cohort studies or when sampling directly from populations. These designs are particularly useful when exposure ascertainment costs are high (e.g., in studies that examine gene or biomarker by environment interactions) or when response data exhibit little variation. Unplanned selection is ubiquitous in longitudinal data, and my primary focus has been on selection based on response history. For example, in a longitudinal study, prior response values may influence dropout, missing data, intensity of observations, treatment course, etc.

Recently published work

Schildcrout JS, Rathouz PJ., Longitudinal Studies of Binary Response Data Following Case-Control and Stratified Case-Control Sampling: Design and Analysis, Biometrics. 2009 Aug 10. [Epub ahead of print]

Fieberg J, Rieger RH, Zicus MC, Schildcrout JS, Regression modelling of correlated data in ecology: subject-specific and population averaged response patterns, Journal of Applied Ecology, doi: 10.1111/j.1365-2664.2009.01692.x

Aliferis CF, Statnikov A, Tsamardinos I, Schildcrout JS, Shepherd BE, Harrell FE Jr., Factors influencing the statistical power of complex data analysis protocols for molecular signature development from microarray data, PLoS? One. 2009;4(3):e4922. Epub 2009 Mar 17.

Haneuse S, Schildcrout J, Crane P, Sonnen J, Breitner J, Larson E., Adjustment for selection bias in observational studies with application to the analysis of autopsy data, Neuroepidemiology, 2009;32(3):229-39.

Schildcrout JS and Heagerty PJ, On outcome-dependent sampling designs for longitudinal binary response data with time-varying covariates. Biostatistics, 9(4):735-49. Oct 2008.

Schildcrout JS, Jenkins CA, Ostroff JH, Gillen DL, Harrell FE, Trost DC, Analysis of longitudinal laboratory data in the presence of common selection mechanisms: a view toward greater emphasis on pre-marketing pharmaceutical safety. Statistics in Medicine, 27(12):2248-66, 2008.

Fitzhenry F, Peterson JF, Arrieta M, Waitman LR, Schildcrout JS, Miller RA. Medication administration discrepancies persist despite electronic ordering. Journal of the American Medical Informatics Association, 14(6):756-64, 2007.

Schildcrout JS and Heagerty PJ. Marginalized Models for Moderate to Long Series of Longitudinal Binary Response Data, Biometrics, 63(2):322--331, June 2007.

Schildcrout JS, Sheppard L, Lumley T, Slaughter JC, Koenig JQ, and Shapiro GG. Ambient air pollution and asthma exacerbations in children: an eight-city analysis, Am J Epidemiol, 164(6):505--517, Sep 2006.

Trenga CA, Sullivan JH, Schildcrout JS, Shepherd KP, Shapiro GG, Liu LJS, Kaufman JD, and Koenig JQ. Effect of particulate air pollution on lung function in adult and pediatric subjects in a Seattle panel study, Chest, 129(6):1614--1622, Jun 2006.

Schildcrout JS and Heagerty PJ. Regression analysis of longitudinal binary data with time-dependent environmental covariates: bias and efficiency, Biostatistics, 6(4):633--652, Oct 2005.

Kanter JW, Schildcrout JS, and Kohlenberg RJ. In vivo processes in cognitive therapy for depression: Frequency and benefits, Psychotherapy Research, 15(4):366--373, 2005.

Denny JC, Spickard A, Miller RA, Schildcrout JS, Darbar D, Rosenbloom ST, and Peterson JF. Identifying UMLS concepts from ECG Impressions using KnowledgeMap, AMIA Annu Symp Proc, pages 196--200, 2005.

Sheppard L, Slaughter JC, Schildcrout JS, Liu LJS, and Thomas Lumley. Exposure and measurement contributions to estimates of acute air pollution effects, J Expo Anal Environ Epidemiol, 15(4):366--376, Jul 2005.

Anesthesiology Collaboration Plan

• CV.pdf

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