Football odds can be calculated by first determining expected goals (XG) for each team, then converting these into score probabilities using the Poisson distribution, and finally combining these probabilities to estimate home win, draw, and away win outcomes; however, basic models tend to misprice low-score outcomes like nil-nil and one-one, which is corrected using the Dixon-Coles adjustment to produce more accurate odds that better reflect real market prices.
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Deep Dive
How to Calculate Football OddsAdded:
Have you ever looked at betting odds, like Manchester City at 2.58, and thought how did they come up with that number? And more importantly, can you create your own odds and actually find value in the market? It's simpler than most people think.
You start with XG, expected goals for each team, and turn that into score probabilities using the Poisson distribution.
Then you combine those score lines to estimate home win, draw, and away win.
But there's a catch.
The basic model tends to misprice outcomes like nil-nil and one-one.
That's where the Dixon-Coles adjustment comes in.
It corrects those low-score distortions and gives you prices that are much closer to the real market.
So with XG, Poisson, and Dixon-Coles, you can build your own odds and compare them to the exchange.
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Watch the full video on our channel.
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