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probability's Introduction

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.
  1. Limitations of Propensity Score Matching
  • Simulation of Propensity Score matching and Mahalanobis matching with visualization of issues arising from the former.
  1. Universality of Uniformity
  • Animations showing the core concept of Universality of the Uniform.
  1. The Birthday Problem
  • Visualization outlining the classic birthday probability problem.
  1. The Monte Hall Problem
  • Visualization showing a simulation of the Monte Hall problem, and outcomes under each strategy.
  1. Bootstrap Resampling
  • Visualizations and simulations examining the proportion of observations included in each boostrap resample.

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