Tagged articles

probability modeling

3 articles · Page 1 of 1
Ops Development & AI Practice
Ops Development & AI Practice
Jun 23, 2026 · Industry Insights

Why Poisson Distribution Alone Can’t Beat World Cup Betting Odds

The article explains how the Poisson distribution models football scores, demonstrates calculations for the Argentina‑France World Cup match, and reveals why its independence assumption and static nature let bookmakers out‑perform bettors using advanced bivariate and zero‑inflated Poisson models.

Poisson distributionbivariate Poissonfootball betting
0 likes · 13 min read
Why Poisson Distribution Alone Can’t Beat World Cup Betting Odds
Model Perspective
Model Perspective
Jan 19, 2026 · Fundamentals

Can Poisson Modeling Predict China U23’s Chances Against Vietnam?

Using a Poisson‑based statistical model, the article quantifies China U23’s and Vietnam U23’s probabilities of reaching the final of the 2025 Asian Cup by analyzing past match data, estimating attack and defence strengths, adjusting for opponent quality and penalty‑shootout skill, and performing sensitivity analysis on key variables.

Poisson distributionU23 Asian Cupfootball analytics
0 likes · 11 min read
Can Poisson Modeling Predict China U23’s Chances Against Vietnam?
Model Perspective
Model Perspective
Feb 24, 2024 · Fundamentals

Can You Predict Soccer Match Outcomes with a Simple Poisson Model?

This article presents a statistical approach to forecasting football match results by calculating league-wide average goals, deriving offensive and defensive indices for each of the 20 teams, adjusting for home‑field advantage, and applying the Poisson distribution to estimate score probabilities.

Poisson distributionfootball predictionprobability modeling
0 likes · 9 min read
Can You Predict Soccer Match Outcomes with a Simple Poisson Model?