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Emory Rollins School of Public Health
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Limin  Peng

Professor

Faculty, Biostatistics and Bioinformatics

I joined the Biostatistics faculty at Emory in 2005 as Rollins Assistant Professor. My methodological research has been mainly focused in survival analysis, dynamic regression, and nonparametric and semiparametric inference with my recent work tackling their overlalps with causal inference, latent class analysis, and high-dimensional statistical learning. 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

  • Biostatistics
  • Causal Inference
  • Chronic Diseases
  • Clinical Research
  • Longitudinal Analysis
  • Statistical Modeling
  • Statistical Theory
  • Survival Analysis

Education

  • Ph.D. 2005, University of Wisconsin - Madison
  • M.S. 2000, University of Science and Technology of China
  • B.S. 1997, University of Science and Technology of China

Courses Taught

  • BIOS 710: Probability Theory II

Publications

  • , , Assessing the reproducibility for microbiome measurements based on concordance correlation coefficients, Journal of the Royal Statistical Society, Series C , ,
  • , , Estimation of causal quantile effects with a binary instrumental variable and censored data, Journal of the Royal Statistical Society, Series B, ,
  • , , Heterogeneous individual risk modeling of recurrent events, Biometrika, 108, 183-198
  • , , Globally Adaptive Quantile Regression with Ultra-High Dimension Data, Annals of Statistics, (in press),
  • , , Generalizing Quantile Regression for Counting Processes with Applications to Recurrent Events, Journal of the American Statistical Association, (accepted),
  • , , Quantile regression with partially functional effects, Biometrika, 97, 839-850
  • , , 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
  • , , An overview of the Semi-Competing Risks Problem, Statistical Advances in the Biomedical Sciences: Clinical Trials, Epidemiology, Survival Analysis, and Bioinfomatics, Wiley, Chapter 11
  • , , Nonparametric Tests for Continuous Covariate Effects with Multistate Survival Data, Biometrics, 64, 1080-1089
  • , , Survival analysis based on quantile regression, Journal of the American Statistical Association, 103, 637-649
  • , , Nonparametric quantile inference with competing risks, Biometrika, 94, 735-744
  • , , Regression modeling of semi-competing risks data, Biometrics , 63, 96-108
  • , , Survival analysis with temporal covariate effects, Biometrika, 94, 719-733
  • , , Nonparametric estimation with left truncated semi-competing risks data, Biometrika, 93, 367-383
  • , , Rank estimation of accelerated lifetime models with dependent censoring, Journal of the American Statistical Association , 101, 1085-1093
  • , , Model selection for canonical correlation analysis, Acta Mathematicae Applicatae Sinica, 17, 539-549
  • , , Model selection under order restriction, Statistics and Probability Letters, 57, 301-306