Causal Machine learning
DSA ADS Course, 2022
Causal Machine learning, Double Machine Learning, Targeted Learning, Statistical Analysis, Data Interpretation, Causal Analysis, Causality, Data Fusion, Missing Data, Counterfactuals
Discuss recent advances in machine learning and causal inference and the separation between the data-fitting and data-interpretation components of statistical modeling.
Discuss causal machine learning, double machine learning and targeted learning.
Statistical Modelling in the Age of Data Science - July, 2021