2 papers
cs.LG2023
Practical Batch Bayesian Sampling Algorithms for Online Adaptive Traffic Experimentation
Zezhong Zhang, Ted Yuan
Online controlled experiments have emerged as industry gold standard for assessing new web features. As new web algorithms proliferate, experimentation platform faces an increasing…
stat.AP2019
Dealing With Ratio Metrics in A/B Testing at the Presence of Intra-User Correlation and Segments
Keyu Nie, Yinfei Kong, Ted Tao Yuan +1
We study ratio metrics in A/B testing at the presence of correlation among observations coming from the same user and provides practical guidance especially when two metrics contra…