Masa AsamiQuick introduction to CounterFactual Regression (CFR)Causal Inference with Deep Learning? A brief explanation of what CFR is and a partial reproduction in PyTorch.Jun 15, 20222Jun 15, 20222
Masa AsamiinPython in Plain EnglishComparison of Estimation Methods in Causal InferenceWith the “true“ causal effect ascertainable, well-known estimation methods in causal inference are compared and examined with Python.May 25, 20221May 25, 20221
Masa AsamiinPython in Plain EnglishDouble/debiased ML for DiD (1)An attempt to reproduce Chang (2020) and introduce the excellence of DMLDiD.Mar 13, 2022Mar 13, 2022
Masa AsamiinPython in Plain EnglishCausal inference using Synthetic Difference in Differences with PythonLearn what Synthetic Difference in Differences is and how to run it in Python.Mar 1, 20222Mar 1, 20222