Jiannan Lu [Google Scholar] [LinkedIn]
AI/ML, Apple, 2021 -
Experimentation Platform, Microsoft, 2015 - 2021
Ph.D. in Statistics, Harvard University, 2015
B.Sc. in Mathematics and Physics, Tsinghua University, 2010
Selected Journal Articles
Novelty and primacy: A long-term estimator for online experiments. [Technometrics]
Sharp bounds on the relative treatment effect for ordinal outcomes. [Biometrics]
Treatment effects on ordinal outcomes: Causal estimands and sharp bounds. [JEBS]
A note on type S/M errors in hypothesis testing. [BJMSP]
Principal stratification analysis using principal scores. [JRSSB]
Selected Conference Proceedings
All about sample-size calculations for A/B testing: Novel extensions and practical guide. [CIKM'23]
Feedback effect in user interaction with Intelligent Assistants: Delayed engagement, adaption and drop-out. [PAKDD'23]
Applying the Delta method in metric analytics: A practical guide with novel ideas. [KDD'18]
Trustworthy analysis of online A/B tests: Pitfalls, challenges and solutions. [WSDM'17]
Continuous monitoring of A/B tests without pain: Optional stopping in Bayesian testing. [DSAA'16]