Causal Inference with DoWhy (6): Diagnostics with Standardised Mean Difference (SMD)
📰 Medium · Data Science
Learn to perform diagnostics with Standardised Mean Difference (SMD) using DoWhy for causal inference
Action Steps
- Install DoWhy library using pip
- Import DoWhy and load your dataset
- Run causal inference using DoWhy
- Calculate Standardised Mean Difference (SMD) for diagnostics
- Interpret SMD results to identify potential biases
Who Needs to Know This
Data scientists and analysts can benefit from this tutorial to improve their causal inference skills, especially when working with DoWhy
Key Insight
💡 Standardised Mean Difference (SMD) is a useful diagnostic tool for identifying potential biases in causal inference
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Boost your causal inference skills with DoWhy! Learn to use Standardised Mean Difference (SMD) for diagnostics #DoWhy #CausalInference
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