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🌐 Language: English | ν•œκ΅­μ–΄ β†’

Why Should We Care About Causal Inference?ΒΆ

Through counterfactuals and potential outcomes, explains why correlation isn't causation β€” and how RCTs solve it.

Regression Discontinuity Design (RDD)ΒΆ

Introduces regression discontinuity design and how cutoff-based assignment can support causal comparison near a threshold.

Inverse Probability Weighting (IPW)ΒΆ

Introduces the core idea of IPW: correcting for confounding by weighting samples by the inverse of their treatment probability to estimate treatment effects.