Case Studies

• Effect of membership rewards program
  • I. Formulating the causal model
  • II. Identifying the causal effect
  • III. Estimating the effect
  • IV. Refuting the estimate
• Understanding hotel booking cancellations
  • Data Description
  • Feature Engineering
  • Using DoWhy to estimate the causal effect
  • Step-1. Create a Causal Graph
  • Step-2. Identify the Causal Effect
  • Step-3. Estimate the identified estimand
  • Step-4. Refute results