59 citations · 252 across the 25 of their papers we have counts for
3 papers · 1 filter
Interference, Bias, and Variance in Two-Sided Marketplace Experimentation: Guidance for Platforms
Hannah Li, Geng Zhao, Ramesh Johari +1
Two-sided marketplace platforms often run experiments to test the effect of an intervention before launching it platform-wide. A typical approach is to randomize individuals into t…
Adaptive Experimental Design with Temporal Interference: A Maximum Likelihood Approach
Peter Glynn, Ramesh Johari, Mohammad Rasouli
Suppose an online platform wants to compare a treatment and control policy, e.g., two different matching algorithms in a ridesharing system, or two different inventory management a…
Experimental Design in Two-Sided Platforms: An Analysis of Bias
Ramesh Johari, Hannah Li, Inessa Liskovich +1
We develop an analytical framework to study experimental design in two-sided marketplaces. Many of these experiments exhibit interference, where an intervention applied to one mark…