ds-causal-inference

What problem does it solve?

The Causal Inference Skill helps you determine whether a chosen action actually caused a measurable outcome, separating true causal effects from mere correlations and random variation.

Core Features & Use Cases

• A/B testing analysis and power calculations
• Propensity score methods for observational data
• Difference-in-Differences and Regression Discontinuity for time-based data
• Uplift modeling to identify who benefits from interventions
• Guidance on communicating causal results with viability, caveats, and business implications

Quick Start

Apply a causal inference workflow to your intervention by selecting the appropriate method, designing the study, and interpreting results.