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stat.AP2016★ 14 cited
Concise Summarization of Heterogeneous Treatment Effect Using Total Variation Regularized Regression
Alex Deng, Pengchuan Zhang, Shouyuan Chen +2
Randomized controlled experiment has long been accepted as the golden standard for establishing causal link and estimating causal effect in various scientific fields. Average treat…
stat.AP2016★ 18 cited
Continuous Monitoring of A/B Tests without Pain: Optional Stopping in Bayesian Testing
Alex Deng, Jiannan Lu, Shouyuan Chen
A/B testing is one of the most successful applications of statistical theory in modern Internet age. One problem of Null Hypothesis Statistical Testing (NHST), the backbone of A/B…