Practitioner's Guide to Statistical Tests
Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests
To play with statistical tests use Sandbox.ipynb notebook. You can change the following data generation parameters:
success_rate = 0.02
uplift = 0.2
N = 5000 # Number of users in groups
NN = 2000 # Number of runs
beta = 1000
skew = 1Read the article for the details.
To reproduce gifs and plots from the article use assets.ipynb notebook.