Research [Google Scholar]

Research Papers:

• Gallis JA, Li F, Yu H, Turner EL (2018). cvcrand and cptest: Commands for efficient design and analysis of cluster randomized trials using constrained randomization and permutation tests. The Stata Journal. 18(2), 357-378.

Talks:

• Use of Quadratic Inference Function for Estimation of Marginal Intervention Effects in Cluster Randomized Trials, Joint Statistical Meetings, Denver, Co, 2019

• Perturb-GAN: Predicting Genetic Perturbation Effects on Single-Cell Gene Expression, University of Michigan, Ann Arbor, MI, 2019

• Beyond Parametrics: Estimating Treatment-varying Causal Effects by Generalized Estimating Equations and Random Forests, Michigan Student Symposium for Interdisciplinary Statistical Science, Ann Arbor, MI, 2019

• Efficient Design and Analysis of Cluster Randomized Trials, Joint Statistical Meetings, Vancouver, Canada, 2018

Softwares:

• CRAN package: cvcrand: Efficient Design and Analysis of Cluster Randomized Trials