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KB Kulasekera, PhD

KB Kulasekera imageBioinformatics and Biostatistics
Chair and Professor
Assistant Dean for Academic Affairs
485 E. Gray St., Room 139
Louisville, KY 40202
Phone: 502-852-6422
Fax: 502-852-3294
kb.kulasekera@louisville.edu

CURRICULUM VITAE

Background

PhD - University of Nebraska (1988) Statistics
MA - University of New Brunswick (1983) Statistics
BS - University of Sri Jayawardenepura (1980) Mathematics and Statistics

I joined the Department of Bioinformatics & Biostatistics in July 2012 as the chair and a tenured full professor. Previously I was a full professor and the graduate coordinator in Mathematical Sciences at Clemson University where I started my career as an assistant professor in 1988. I have published numerous refereed research papers in statistics journals. Some of my research has been supported by the NIH, ONR and the NSF.

Research Interests

My main research interests are in Survival Analysis, Multivariate Methods and Regression, Nonparametric Inference, Smoothing Methods, Varying Coefficient Models, Variable and Model Selection and Group Testing. Currently I am involved in several projects in group testing and variable/model selection.

Honors and Awards

Fellow of the American Statistical Association

Elected Member of the International Statistical Institute

Publications

Books

Applied Nonparametric Statistics in Reliability (2011) by Gamiz, M.L., Kulasekera, K.B., Limnios, N., and Lindqvist, B.H., Springer Series in Reliability Engineering.

 

Recent articles

Chathura Siriwardhana and K.B Kulasekera (2019), ``Mahalanobis type Distance based Personalized Treatment Plans with Multivariate Outcome Measures", Being Revised for  Biometrical Journal

K.B. Kulasekera and C. Siriwardhana, 2019, ``Multi-response based personalized treatment selection with data from crossover designs for multiple treatments", To Appear in  Communications in Statistics

K.B. Kulasekera, Somnath Datta and C. Siriwardhana, 2019, ``Personalized treatment selection with data from crossover designs for multiple treatments with carry over effects", To Appear in Statistics in Medicine.

C. Siriwardhana, Somnath Datta, and K.B. Kulasekera, 2019 , ``Selection of the Optimal Personalized Treatment from Multiple Treatments with Multivariate Outcome Measures", To Appear in Journal of Biopharmaceutical Statistics.

Yan, Xiaofang, Abdia, Younathan, Datta, Somnath, Kulasekera, KB, Ugiliweneza, Beatrice, Boakye, Maxwell, and Kong, Maiying (2018) ``Estimation of Average Treatment Effects Among Multiple Treatment Groups by Using an Ensemble Approach", Statistics in Medicine, Online version April 2019.

Chathura Siriwardhana, K.B Kulasekera and Somnath Datta, 2018, ``Semi-parametric Regression of State Occupational Probability in a Multi-state Model with Right-censored Data",  Lifetime Data Analysis, 24, pp 464-491.

Nichola C. Garbett, Jonathan B. Chaires, Chongkham S, Mekmaysy, Kathy L. Moser, Wael Jarjour, Brad Rovin, K.B. Kulasekera, Guy N. Brock, 2017, ``Characterization and classification of lupus patients based on plasma thermograms", To appear in PLOS ONE.

C. Siriwardhana, Somnath Datta, Meng Zhao and K.B. Kulasekera, 2017, ``Personalized plans with multiple treatments", To appear in Statistical Methods in Medical Research; Jan 1:962280217735701. Epub 2017 Jan 1 .

Younathan Abdia, K.B. Kulasekera, Somnath Datta, Maxwell Boakye and Maiying Kong, 2017, ``Propensity scores based methods for estimating average treatment effect and average treatment effect among treated: A comparative review", Biometrical Journal, 59(5), pp. 967-985

Qi Zheng,  K.B. Kulasekera and  Colin Gallagher, 2015,  “A Hybrid Adaptive LASSO”,  Communications in Statistics, 46(9), pp. 4642 - 4659.

Dewei Wang,  Colin Gallagher, Chris McMahan, and  K.B. Kulasekera, 2014, “Single Index Group Testing Models”,  Biometrika, Pages 587-598.

C. Kuruwita,  K.B. Kulasekera and  Colin Gallagher, 2014, “Testing Equality of Nonparametric Quantile Regression Functions”, International Journal of Statistics and Probability, Pages 55-66.

Qi Zheng, K.B. Kulasekera and Colin Gallagher, 2013, "Adaptively weighted kernel regression", The Journal of Nonparametric Statistics, Pages 855 - 872.

Qi Zheng, K.B. Kulasekera and Colin Gallagher, 2013, "Adaptive penalized quantile regression for high dimensional data", Journal of Statistical Planning and Inference, Volume 143, Issue 6, Pages 1029–1038.

June Luo and K.B Kulasekera, 2013,  “Error covariance matrix estimation using ridge estimator”, Statistics & Probability Letters, Volume 83, Issue 1, Pages 257–264

Dewei Wang, Haiming Zhou and K.B. Kulasekera, 2012, "A semi-local likelihood regression estimator of the proportion based on group testing data", Journal of Nonparametric Statistics, Volume 25, Issue 1, Pages 209-221

Dewei Wang and K.B. Kulasekera, 2012, “Parametric component detection and variable selection in varying-coefficient partially linear models”, The Journal of Multivariate Analysis, Volume 112, Pages 117-129.

C. Kuruwita, K.B. Kulasekera and Colin Gallagher, 2011, ``Varying Coefficient Model with Unknown Link", Biometrika, Vol 98, pp 701-710.

K.B. Kulasekera and Lin Wei , 2010, ``Variance Estimation in Single Index Models", Australian and New Zealand Journal of Statistics, Vol 52, pp 201-219.

K.B. Kulasekera, Colin Gallagher and Qi Zheng, 2010, ``Local Adaptive Smoothing in Kernel Regression Estimation", Statistics & Probability Letters, Vol 10, pp 540-547.

K.B. Kulasekera and Lin Wei , 2010, ``Testing the Equality of Two Single Index Models", {\em The Journal of Multivariate Analysis} , Vol 101 , pp 1156-1167.

Kuruwita, C.N., Kulasekera, K.B. and, Padgett, W.J. , 2010, ``On Boundary Bias and Bandwidth Selection in Density Estimation with Censored Data", The Journal of Statistical Planning and Inference, Vol 140, pp 1765-1774.

K.B. Kulasekera and Meng Zhao, 2009, ``Minimax Risk of Linear Functionals under $L_{2}$ Loss", Journal of Statistical Planning and Inference, Vol 139, pp 3160-3176.

K.B. Kulasekera and Meng Zhao, 2008, ``A Pointwise Bayes Type Estimator of The Survival Probability with Censored Data", Statistics & Probability Letters, Vol 78, pp 2597-2063.

Lin, Wei and K.B. Kulasekera, 2007, ``Uniqueness of a Single Index Model ", Biometrika, Vol 94, pp 496-501.

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