The Case Files

Real datasets, properly interrogated. Each case file walks you from raw data to final conclusion, showing every decision along the way. The analysis doesn't stop when it gets messy. That's usually when it starts getting interesting.

"To find out what happens when you change something, it is necessary to change it."

— George E.P. Box

CS_01Other

Predicting the Premier League

A statistical journey from naive combinatorics to Bayesian updating in the Egyptian Premier League.

[Open File]

CS_02Deep Learning

Statistical Surgery: Compressing VGG19

How we aggressively reduced deep learning parameters in hematological imaging while maintaining 98.4% accuracy.

[Open File]