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Analytical Methods for Improving Causal Inference

Creator:

Sinha, Meghamala

Abstract:

Causal inference is an important analytical tool to bridge the gap between prediction and decision-making. However, learning a causal network solely from data is a challenging task. In this work, various techniques have been explored for a better and improved causal network learning from data. Firstly, the problem of learning...

Resource Type:

Dissertation

Full Text:

impossible. Big shout-outs to my roommates; Purbasha, Amritha, Enna and Pallavi for being my family away