probability

Visualization and simulation of various statistics and probability concepts.

1. DAG Simulations

• Simple simulations of several classic DAGs, with visualizations of different modeling choices.

2. Limitations of Propensity Score Matching

• Simulation of Propensity Score matching and Mahalanobis matching with visualization of issues arising from the former.

3. Universality of Uniformity

• Animations showing the core concept of Universality of the Uniform.

4. The Birthday Problem

• Visualization outlining the classic birthday probability problem.

5. The Monte Hall Problem

• Visualization showing a simulation of the Monte Hall problem, and outcomes under each strategy.

6. Bootstrap Resampling

• Visualizations and simulations examining the proportion of observations included in each boostrap resample.