Murat Seyhan, Data Scientist
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Thinking in distributions in football

Thinking in Distributions in Football

Football Analytics

Why does intuition mislead us in complex decisions? We simulate the “dance” of the p-value using 2015–2016 Premier League xG data and talk about power, sample size, and noise.

Murat Seyhan

The Illusion of Form: Regression to the Mean in Football

Football Analytics

Extreme performances catch headlines. But behind the highs and lows lies a quieter truth: randomness. This post unpacks how regression to the mean fools fans, coaches, and analysts — and how to see through the illusion.

Murat Seyhan
Surprising but ineffectual.

Surprising but ineffectual. How a significant p-value can be practically unimportant?

Football Analytics

When p < 0.001 means almost nothing — a Football case study in why statistical significance isn’t practical importance.

Mar 21, 2026
Murat Seyhan
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