The Cashback Use Case: A Complex Problem in Causal Inference In the domain of cashback offers, one...
Causal
Art Large language models (LLMs) show remarkable natural language capabilities. However, they struggle with causal reasoning —...
Image by Bru-nO at pixabay.com Arguing that ethical AI is not an easy subject, is in fact...
DML Applications Application 1: Converging towards Exogeneity/CIA/Ignorability in our Treatment given Non-Experimental/Observational Data Recall that we discussed...
Causal inference is the process of determining whether and how a particular factor or intervention causes an...
Daily study notes to explore, learn, and understand the CAUSAL INFERENCE framework. [following Causal Inference and Discovery...
Daily study notes to explore, learn, and understand the CAUSAL INFERENCE framework. [following Causal Inference and Discovery...
In previous posts, we discussed identifying causal models and calculating ATEs using causal graphs. However, what if...
Image by Piro4D at pixabay.com Let’s face it. If your company is about to spend a bundle...
Suppose a fashion retail company takes out a promotional discount offer during a weekend and sees a...