bilateral market

DataFunTalk

Nov 28, 2023 · Product Management

Challenges and Technical Solutions for Freight Bilateral Market Experiments

This article examines the unique challenges of conducting experiments in the freight bilateral market—covering transaction, pricing, marketing, and product scenarios—and presents a comprehensive technical solution framework that includes cluster traffic splitting, homogeneity assurance, efficient interpretation, and observational study methods.

Data ScienceProduct managementbilateral market

0 likes · 12 min read

Challenges and Technical Solutions for Freight Bilateral Market Experiments

DataFunSummit

Feb 9, 2023 · Operations

Designing Experiments for Bilateral Markets in Advertising Platforms

This article explains how to design and evaluate experiments for bilateral markets in advertising platforms, covering the limitations of traditional randomization, the four‑cell traffic‑advertisement experiment, various mitigation strategies such as counterfactual interleaving and joint sampling, and the use of a simulation system to validate methods.

A/B testingData Scienceadvertising experiment

0 likes · 15 min read

Designing Experiments for Bilateral Markets in Advertising Platforms