117 citations · 636 across the 17 of their papers we have counts for
17 papers
Adaptive Randomization in Network Data
Zhixin Zhou, Ping Li, Feifang Hu
Network data have appeared frequently in recent research. For example, in comparing the effects of different types of treatment, network models have been proposed to improve the qu…
Testing for Treatment Effect in Covariate-Adaptive Randomized Clinical Trials with Generalized Linear Models and Omitted Covariates
Li Yang, Wei Ma, Yichen Qin +1
Concerns have been expressed over the validity of statistical inference under covariate-adaptive randomization despite the extensive use in clinical trials. In the literature, the…
Cluster-Adaptive Network A/B Testing: From Randomization to Estimation
Yifan Zhou, Yang Liu, Ping Li +1
A/B testing is an important decision-making tool in product development for evaluating user engagement or satisfaction from a new service, feature or product. The goal of A/B testi…
On the Theory of Covariate-Adaptive Designs
Feifang Hu, Li-Xin Zhang
Pocock and Simon's marginal procedure (Pocock and Simon, 1975) is often implemented forbalancing treatment allocation over influential covariates in clinical trials. However, the t…
Statistical Inference for Covariate-Adaptive Randomization Procedures
Wei Ma, Yichen Qin, Yang Li +1
Covariate-adaptive randomization (CAR) procedures are frequently used in comparative studies to increase the covariate balance across treatment groups. However, because randomizati…
Pairwise Sequential Randomization and Its Properties
Yichen Qin, Yang Li, Wei Ma +1
In comparative studies, such as in causal inference and clinical trials, balancing important covariates is often one of the most important concerns for both efficient and credible…