Comparison of Two Populations

by Quant Girl

A short compilation of visual methods for comparing two samples.

Visual Tools

  1. Box Plots
  2. Bee Swarm Plots
  3. Violin Plots
  4. Histograms
  5. Kernel Density Estimation
  6. Empirical ROC
  7. Empirical Cumulative Distribution Functions

Hypothesis Tests

  1. Kolmogorov-Smirnov
  2. Anderson-Darling

You can find the Python code below or in this Git Link.


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Comparison of Two Populations.ipynb
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https://gist.github.com/quantgirluk/b36bd9e1381239901d91cc29e26e6e1d#file-comparison-of-two-populations-ipynb

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Quant Girl

I write about Mathematics, Statistics, Finance, Programming, and the relationships among them. I enjoy learning, listening to music and podcasts, practicing yoga, reading magazines, and watching documentaries.

One thought on “Comparison of Two Populations”

  1. Pingback: Anatomy of a Box Plot – Quant Girl

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