A collection of Bayesian data analysis recipes using PyMC3
This is a Python tool to employ stratified sampling or treatment randomization with uneven numbers in some strata using pandas. Mainly thought with RCTs in mind, it also works for any other scenario in where you would like to randomly allocate treatment within blocks or strata. The tool also supports having multiple treatments with different pro…
a straightforward approach to assess whether introducing a new landing page leads to an increase in user conversions using Conversion Analysis, One-Tailed T-Test (A/B Test) and Regression Analysis
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