Generalized Causal Forest

DataFunSummit

Jun 18, 2023 · Artificial Intelligence

Generalized Causal Forest: Construction and Application in Online Trading Markets

This article introduces the generalized causal forest, explains its non‑parametric nonlinear construction for estimating heterogeneous dose‑response functions, compares it with existing methods, and demonstrates its experimental results and deployment in an online ride‑hailing pricing system to balance supply and demand.

Generalized Causal ForestMachine Learningcausal inference

0 likes · 7 min read

Generalized Causal Forest: Construction and Application in Online Trading Markets

DataFunTalk

Nov 20, 2022 · Artificial Intelligence

Construction of Generalized Causal Forests and Their Application in Online Transaction Markets

On November 26, 2022, at the DataFun Summit 2022 online causal inference conference, PhD candidate Wan Shu from Arizona State University will present a talk titled “Construction of Generalized Causal Forests and Their Application in Online Transaction Markets,” covering treatment effect estimation, model building, performance comparison, and practical use cases.

Data ScienceGeneralized Causal ForestMachine Learning

0 likes · 3 min read

Construction of Generalized Causal Forests and Their Application in Online Transaction Markets