research
∙
06/24/2019
Scalable Online Survey Framework: from Sampling to Analysis
With the advancement in technology, raw event data generated by the digi...
share
research
∙
03/20/2019
A Method for Measuring Network Effects of One-to-One Communication Features in Online A/B Tests
A/B testing is an important decision making tool in product development ...
research
∙
03/20/2019
Large-Scale Online Experimentation with Quantile Metrics
Online experimentation (or A/B testing) has been widely adopted in indus...
research
∙
03/20/2019
Using Ego-Clusters to Measure Network Effects at LinkedIn
A network effect is said to take place when a new feature not only impac...
research
∙
03/18/2019
Causal inference from observational data: Estimating the effect of contributions on visitation frequency atLinkedIn
Randomized experiments (A/B testings) have become the standard way for w...
research
∙
07/31/2018
Automatic Detection and Diagnosis of Biased Online Experiments
We have seen a massive growth of online experiments at LinkedIn, and in ...
research
∙
01/25/2018
SQR: Balancing Speed, Quality and Risk in Online Experiments
Controlled experimentation, also called A/B testing, is widely adopted t...
research
∙
11/01/2010