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PhD, University of Florida
MA, Columbia University
BBA, Sogang University




Air, Climate & Energy Center, Project 4
09/01/2017 - 12/31/2019 (Subcontract PI)
President and Fellows of Harvard College dba Harvard T.H. Chan School of Public Health Env Protection Agy


Non-Parametric Bayesian Methods for Causal Inference
09/01/2017 - 06/30/2018 (Subcontract PI)
The Trustees of the University of Pennsylvania NIH NIGMS
5R01GM112327-04



Title


Yr Title Project-Sub Proj Pubs

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.

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  1. Kim C, Daniels MJ, Hogan J, Choirat C, Zigler C. Bayesian Methods for Multiple Mediators: Relating Principal Stratification and Causal Mediation in the Analysis of Power Plant Emission Controls. Annals of Applied Statistics. 2019; 13(3):1927-1956. View Publication
  2. Kim C. Deviance Information Criteria for Mixtures of Distributions. Communications in Statistics - Simulaton and Computation. 2019; (in press).
  3. Yan Liu, Henrike Besche, Audrey Beliveau, Xingyu Zhang, Edward Kroc, Melanie Stefan, Johanna Gutlerner, Chanmin Kim. Challenges from Modeling Open Online Assessment Data. In JSM 2018 Proceedings, Statistical Computing Section. American Statistical Association. Alexandria, VA. 2018; 1121-1131.
  4. Shruthi Mahalingaiah, Kevin J. Lane, Chanmin Kim, J. Jojo Cheng, Jaime E. Hart. Impacts of Air Pollution on Gynecologic Disease: Infertility, Menstrual Irregularity, Uterine Fibroids, and Endometriosis: a Systematic Review and Commentary. Current Epidemiology Reports. 2018; 5(3):197-204.
  5. Liu Y, Kim C, Wu AD, Gustafson P, Kroc E, Zumbo BD. Investigating the Performance of Propensity Score Approaches for Differential Item Functioning Analysis (to appear). Journal of Modern Applied Statistical Methods. 2018.
  6. Kim C, Daniels M, Li Y, Milbury K, Cohen L. A Bayesian semiparametric latent variable approach to causal mediation. Stat Med. 2018 03 30; 37(7):1149-1161. PMID: 29250817; PMCID: PMC5837944; DOI: 10.1002/sim.7572;
     
  7. Zhang Z, Zheng C, Kim C, Van Poucke S, Lin S, Lan P. Causal mediation analysis in the context of clinical research. Ann Transl Med. 2016 Nov; 4(21):425. PMID: 27942516; PMCID: PMC5124624; DOI: 10.21037/atm.2016.11.11;
     
  8. Kim C, Daniels MJ, Marcus BH, Roy JA. A framework for Bayesian nonparametric inference for causal effects of mediation. Biometrics. 2017 Jun; 73(2):401-409. PMID: 27479682; PMCID: PMC5288310; DOI: 10.1111/biom.12575;
     
  9. Zigler CM, Kim C, Choirat C, Hansen JB, Wang Y, Hund L, Samet J, King G, Dominici F. Causal Inference Methods for Estimating Long-Term Health Effects of Air Quality Regulations. Res Rep Health Eff Inst. 2016 May; (187):5-49. PMID: 27526497
     
  10. Perri MG, Limacher MC, von Castel-Roberts K, Daniels MJ, Durning PE, Janicke DM, Bobroff LB, Radcliff TA, Milsom VA, Kim C, Martin AD. Comparative effectiveness of three doses of weight-loss counseling: two-year findings from the rural LITE trial. Obesity (Silver Spring). 2014 Nov; 22(11):2293-300. PMID: 25376396; PMCID: PMC4225635; DOI: 10.1002/oby.20832;
     
Showing 10 of 13 results. Show More

This graph shows the total number of publications by year, by first, middle/unknown, or last author.

Bar chart showing 5 publications over 2 distinct years, with a maximum of 3 publications in 2018

YearPublications
20183
20192


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