exp-thom

Helpful notebooks and functions for power analysis and experiment readouts. Able to deal with clustered data¹ and CUPED² method to improve accuracy and sensitivity for online controlled experimentation

Analyses

• Power Analysis
• Experiment Readout
• helper_functions.py

Data

All data has been generated by myself to represent real-world experimentation for mobile apps

• conversion_experiment.csv
• historical_clickthrough_data.csv

Footnotes

1. http://cameron.econ.ucdavis.edu/research/Cameron_Miller_JHR_2015_February.pdf ↩

2. https://exp-platform.com/Documents/2013-02-CUPED-ImprovingSensitivityOfControlledExperiments.pdf ↩