Research

Benchmarking

Linear and Nonlinear Data Generating Process benchmarking

Benchmark simple DGP from causalis.data.generators.

Linear and Nonlinear Data Generating Process benchmarking

Compare Implementation of DML IRM in Causalis and DML IRM in DoubleML

Causalis vs DoubleML DML IRM implementation Benchmark

Compare Implementation of DML IRM in Causalis and DML IRM in DoubleMl

Refutation tests

Refutation tests for DML IRM

Explaining refutation tests for DML Interative Regression Model

Refutation of DML IRM inference