Adrian Dane the man behind the numbers

Adrian Dane has spent over thirteen years inside the sports betting industry as a football betting analyst and sports writer, working on the side of the counter most punters never see. That vantage point is what The Stat Man is built from: not a theory of how markets ought to behave, but an account of how prices are actually made, where the margin is hidden, and what it takes to disagree with a number profitably.

He was raised near Grimsby and has followed Grimsby Town home and away for most of his life, which he describes as an education in variance he did not choose but has never regretted. It is a useful qualification for this subject. A supporter of a club that wins often learns to trust their instincts; a supporter of Grimsby Town learns what a small sample actually looks like.

He works in British English, avoids the language of certainty the betting industry trades in, and holds to one rule above all others: never confuse being right with being lucky.

What he writes about

Odds and probability, bookmaker margin and market structure, statistical modelling of football matches with Poisson and Dixon-Coles methods, expected goals, bankroll management and the Kelly criterion, and the disciplined use of large language models in an analytical workflow.

Elsewhere

• The Sports Guru, where he writes on football and wider sport
• Whatchan, the sports television guide he founded
• LinkedIn and X
• Wikidata