Description: An augmented estimation procedure for EHR-based association studies accounting for differential misclassification

Link: https://github.com/Penncil/EHR-based-Study

Role: designer, co-author, and maintainer (with Jessie Tong)

Description: A comprehensive toolbox for advanced meta-analysis.

Link: https://www.xmeta.org/

Role: designer, co-author, and maintainer (with Chuan Hong, Rui Duan, Yulun Liu, Karen Chi and Jessie Tong)

Description: A novel multivaraite meta-analysis method for analysis of binary outcomes.

Link: https://cran.rstudio.com/web/packages/mmeta/index.html

Reference: Luo, S., Chen, Y., Su, X., & Chu, H. (2014). mmeta: An R Package for Multivariate Meta-Analysis. Journal of Statistical Software, 56(11), 1 - 26. doi:http://dx.doi.org/10.18637/jss.v056.i11

Role: co-designer and co-author (with Xiao Su, Sheng Luo and Haitao Chu)

Description: A novel pseudolikelihood-based EM test for homogeneity in generalized exponential TiltMixture model. 

Link: https://cran.r-project.org/web/packages/robustETM/index.html

Reference: Hong, C, Ning, Y, Wang, S,Wu, H, Carroll, RJ and Chen, Y. (2017) PLEMT: A novel pseudolikelihood based EM test for homogeneity in generalized exponential tilt mixture models , Journal of the American Statistical Association 112 (50)

Role: co-designer and co-author (with Chuan Hong)

Description: A meta-analytic framework for detection of genetic interactions by integrating heterogeneous datasets.

Link: https://github.com/Penncil/YETI-YETI2

Reference: Liu, Y, Chen, Y and Scheet, P (2016), A meta-analytic framework for detection of genetic interactions, Genetic Epidemiology, 40 (7), 534 –543.

Role: co-author (with Yulun Liu and Paul Scheet)