Ken Kleinman

Biostatistician

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Statistical Methods

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These are papers which develop new methods or apply an existing approach to a new area.

 

Kleinman KP, Ibrahim JG, Laird NM. A Bayesian framework for intent-to-treat analysis with missing data. Biometrics. 1998;54(1):265-78.

Kleinman KP, Ibrahim JG. A semiparametric Bayesian approach to the random effects model. Biometrics. 1998;54(3):921-38.

Kleinman KP, Ibrahim JG. A semi-parametric Bayesian approach to generalized linear mixed models. Stat Med. 1998;17(22):2579-96.

Kleinman K. Adaptive double data entry: a probabilistic tool for choosing which forms to reenter. Control Clin Trials. 2001;22(1):2-12.

Kleinman K, Lazarus R, Platt R. A generalized linear mixed models approach for detecting incident clusters of disease in small areas, with an application to biological terrorism. Am J Epidemiol. 2004;159(3):217-24.

Kleinman K, Lazarus R, Platt R. Kleinman et Al. Respond to "Surveilling Surveillance". Am J Epidemiol. 2004;159(3):228.

Kleinman KP, Abrams AM, Kulldorff M, Platt R. A model-adjusted space-time scan statistic with an application to syndromic surveillance. Epidemiology and Infection 2005 119: 409-419.

Kleinman KP, Abrams AM, Mandl KD, Platt R. Simulation for assessing statistical methods of bioterrorism surveillance. Morbidity and Mortality Weekly Report 2005 54 (supp.):101-108.

Kleinman K, Abrams A, Yih WK, Platt R, Kulldorff M. Evaluating spatial surveillance: detection of known outbreaks in real data. Statistics in Medicine 2006; 25:755-769.

Kleinman KP, Abrams A. Assessing the utility of public health surveillance using specificity, sensitivity, and lives saved. Statistical Methods in Medical Research 2006;15:445-464.

Horton NJ and Kleinman KP, Much ado about nothing: A comparison of missing data methods and software to fit incomplete data regression models. The American Statistician, 2007; 61:79-90

Kulldorff M, Mostashari F, Duczmal L, Yih WK, Kleinman K, Platt R. Multivariate scan statistics for disease surveillance. Statistics in Medicine 2007;26:1824-1833

Mohtashemi M, Kleinman KP, Yih WK. Multi-syndrome Analysis of Time Series using PCA: A New Concept for Outbreak Investigation. Statistics in Medicine 2007; 26:5203-5224

Kleinman KP, Abrams AM. Assessing the utility of public health surveillance using specificity, sensitivity, and lives saved. Statistics in Medicine 2008; 27:4057-4068

Jung I, Kulldorff M, Kleinman KP, Yih WK, Platt R. Using encounters versus episodes in syndromic surveillance. Journal of Public Health 2009; 31:566-572

 

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