Rollins School of Public Health | Faculty Profile
Emory Rollins School of Public Health

Limin  Peng

Professor

Faculty, Biostatistics and Bioinformatics

I joined the Biostatistics faculty at Emory in 2005, as the Rollins Assistant Professor. My methodological research has been mainly focused in survival analysis, quantile regression, and nonparametric and semiparametric inference. I have also worked on  developing new statistical methods driven by scientific investigations in Cystic Fibrosis, Mental Health, Environmental Health and Neurology.  My methodological research programs have been supported by both NSF and NIH grants.

My collaborative research spans over areas including Diabetes, Cystic Fibrosis, Neorology, and other chronic diseases.

 

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Contact Information

Rollins School of Public Health , 1518 Clifton Road NE

Atlanta , GA 30322

Phone: (404) 727-7701

Fax: (404) 727-1370

Email: lpeng@emory.edu

URL:

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Areas of Interest

  • Survival Analysis
  • Longitudinal Analysis
  • Statistical Theory

Education

  • PhD 2005, University of Wisconsin - Madison

Courses Taught

  • BIOS 710: Probability Theory II

Publications

  • , , Model selection for canonical correlation analysis, Acta Mathematicae Applicatae Sinica, 17, 539-549
  • , , Survival analysis with temporal covariate effects, Biometrika, 94, 719-733
  • , , Nonparametric quantile inference with competing risks, Biometrika, 94, 735-744
  • , , Nonparametric Tests for Continuous Covariate Effects with Multistate Survival Data, Biometrics, 64, 1080-1089
  • , , An overview of the Semi-Competing Risks Problem, Statistical Advances in the Biomedical Sciences: Clinical Trials, Epidemiology, Survival Analysis, and Bioinfomatics, Wiley, Chapter 11
  • , , Survival analysis based on quantile regression, Journal of the American Statistical Association, 103, 637-649
  • , , Competing risks quantile regression, Journal of the American Statistical Association, 104, 1140-1453
  • , , Developing reference data for nerve conduction studies: An introduction of quantile regression, Muscle and Nerve, 40, 763-771
  • , , The impact of cigarette taxes taxes and advertising on the demand for cigarettes in Ukraine, Central European Journal of Public Health , 17, 93-98
  • , , Quantile regression with partially functional effects, Biometrika, 97, 839-850
  • , , Generalizing Quantile Regression for Counting Processes with Applications to Recurrent Events, Journal of the American Statistical Association, (accepted),
  • , , Nonparametric estimation with left truncated semi-competing risks data, Biometrika, 93, 367-383
  • , , Regression modeling of semi-competing risks data, Biometrics , 63, 96-108
  • , , Rank estimation of accelerated lifetime models with dependent censoring, Journal of the American Statistical Association , 101, 1085-1093
  • , , Model selection under order restriction, Statistics and Probability Letters, 57, 301-306
  • , , Globally Adaptive Quantile Regression with Ultra-High Dimension Data, Annals of Statistics, (in press),