Poisson Distribution Betting - Calculation of Outcome Probabilities in Sports Betting Cover

Poisson Distribution Betting - Calculation of Outcome Probabilities in Sports Betting

by Oddspedia Experts
Reading time 6 min
Listen
-11:56
Poisson Distribution is among the most popular betting strategies developed by Siméon Denis Poisson, a French Mathematician in the 19th century. Unlike most sports betting systems, Poisson distribution betting entails using competing teams' attack and defence statistics to develop a likely outcome. Keep reading to learn more about the betting system and tips and tricks to make the most out of the Poisson distribution strategy.
  • Facebook Icon
  • X Icon
  • Instagram Icon
  • Telegram Icon
Do you find this topic interesting?

What is the Poisson Distribution?

Poisson distribution is a betting system that you can use to predict the score of a sporting event. It is mostly popular among expert bettors who understand specific sports well. The betting strategy uses past statistics and other data to determine the number of goals likely to be scored in a match.

What Can Be Calculated Using the Poisson Distribution

The main advantage of Poisson distribution is that you can use the information to calculate the most likely scoreline of an event. The betting system also converts the estimated probabilities into betting odds. Once you understand the Poisson distribution system, you will not have any problems using mean average goals to determine the possible future scores.

Example of Calculating Outcome Probabilities and Converting Probabilities to Odds

Poisson Distribution is one of the best betting systems you can use to convert probabilities to odds.

For example, if you wish to bet on the 1X2 market of the Manchester United v Arsenal fixture and are interested in the Bet Value, you first need to gather their past statistics. After that, use your findings to calculate the probabilities of a Win, Draw, or Loss. Finally, use the formula odds = 1/probability to develop your odds. It is the same way all bookies come up with betting odds.

For Which Sports Bets Does the Poisson Distribution Help

Poisson distribution works with any sport with independent events which occur a particular number of times within a specific period. In that case, it is suitable for placing sports and basketball bets. However, it is widely used by many expert bettors to predict future results of football events.

What Is the Use of Calculating Outcome Probabilities for Your Bets

The main importance of calculating outcome probabilities is predicting future events' outcomes. That, in turn, allows you to make informed decisions when placing bets. In using Poisson Distribution to calculate a particular match's outcome probability, you also discover valuable information that can help you predict away team and home team results using goals scored in previous events.

This may seem like Poisson distribution betting entails pure mathematics, but, fortunately, that is not entirely true. Instead, it mostly focuses on a team's past performance statistics to ascertain its future scores. To end up with a favourable outcome, you must be willing to take your time to research the competing teams by going through a number of their previous matches.

Important Basics of The Poisson Distribution - Representation of Expected Probabilities in Odds

The intention of betting systems is to increase your chances of making winning bets. For instance, Poisson distribution can help you figure out the scoreline of a football match using the number of goals made in previous events. But then, these betting systems are not always correct, so you need to learn the following basics of the Poisson Distribution for a better outcome.

Learning to Calculate Event Probabilities

When using Poisson Distribution, the first basic knowledge is learning to calculate event probabilities. You must determine each team's attack and defence strength in a football match to do so. Using the knowledge, you can easily find the event probabilities, which will help determine the number of goals likely to be scored or figure out the average team concedes.

Find Relevant Betting Markets

Unlike most betting systems, the information gathered using Poisson distribution can help determine the outcome of various markets. However, you must find suitable betting options for the biggest potential profit. For instance, consider the Correct Score, Win, and Draw markets.

After all, Poisson Distribution can help determine the average number of goals likely during a match, which can help predict the stated bet types.

Determine Probabilities for A Betting Market

Once you determine the goals likely to be scored by teams in an event, use the information to determine the probability of a betting market. The most common betting markets you can predict are the Home, Draw, and Away. You can also use the information to predict the Correct Score of the fixture.

Display the Calculated Probability of Occurrence of The Betting Market as Odds

It is vital to display the calculated probability of occurrence of the betting markets as odds. First, you need to calculate the chance of a particular team winning if that is the market you have settled on. Do so by using the statistics you gathered. After that, use the formula odds = 1/(probability) to get the odds of a particular betting market.

Compare Own Probability/Betting Odds with Odds of Betting Providers

Once you finish calculating your betting odds for different markets using statistics of games played previously by the teams, make an odds comparison. Check your odds with that of the bookmaker and see the betting opportunities you have. This will help you determine what kind of bets to place.

  • 200% Deposit Bonus up to $3,000
    Claim bonus
    Exclusive

    Max. bet is set to 1% of the deposit value when claiming a promo. 18+ T&Cs apply.

  • Up To $30 Bet Credits
    Claim bonus

    18+ T&Cs apply.

  • 100% Welcome Bonus up to $122
    No code required Claim bonus

    18+ T&Cs apply.

Associate Calculated Value Bets with Preferred Betting Strategy

With the value of bets you have calculated, you can apply various betting strategies, such as the 1-3-2-6 betting system, to make correct predictions. The information you gather can go a long way in helping you determine the winning bets, which will come in handy when applying the mentioned betting system.

Look for Ways to Optimise the Bet

One important aspect of Poisson Distribution is that the system is purely based on probability. As a result, it is rarely affected by numerous influences. However, the outcome can be affected by various factors such as injuries, change of course, and team news. Make sure you use these aspects to optimise your bets.

Appropriate Betting Markets to Calculate the Poisson Distribution

Most betting systems only apply to a handful of markets, but that is not the case with Poisson Distribution. The betting system allows you to predict various betting markets, including those described below:

Over/Under Markets

Over/Under is a common market in football betting that allows you to predict a particular variable rather than the correct score. In most cases, Over/Under or O/U allows you to determine whether the total score of both teams will be over/under a certain number.

You can easily determine team scoring with the calculations made using Poisson Distribution. This will, in turn, make it easy to predict O/U markets.

Exact Result

The exact Result or Correct Score is another betting prediction you can make thanks to the Poisson Distribution betting system. With statistics on the average number of goals and league average scores for each team, you can use Poisson Distribution to determine the teams' number of goals likely to be scored. This information can help you place the Exact Score bet.

1X2 bets

Home Win, Draw, or Away Win, as 1X2 implies, is yet another bet you can place courtesy of the Poisson Distribution strategy. After all, the betting system does not give you the average team scores but the correct scores expected from a team. So you need to compare the goals to determine which team will win or whether the match will end in a draw.

Double Chance

Double Chance is a unique wager allowing you to bet on a team's Win or Draw markets. With the expected goals of each team at your fingertips, you can easily place a Double Chance bet and win. That is one of the main reasons the Poisson distribution system is fantastic.

Both Teams to Score (BTTS)

Both Teams to Score or BTTS is yet another market determined by the number of expected goals. You can easily predict whether both teams will score during an event. All you need to do is check the score derived using the Poisson distribution system and decide whether BTTS will be TRUE or FALSE.

Limitations of Poisson Distribution in Betting

The Poisson distribution strategy is beneficial. However, you must also note that the betting system has multiple limitations. For instance, Poisson Distribution is based on statistics, meaning the more data you gather, the more accurate the outcome. This can, in turn, be challenging, especially when it comes to insignificant matches. Also, you should know that the teams do not maintain players more often due to off-season transfers. This can affect the Poisson Distribution calculation over time.

Pros vs Cons
Thumb Up
Thumb Down
  • You can use it to predict multiple markets
  • Applicable in most sports
  • A higher accuracy level than other betting systems
  • Results based on actual data
  • Squad changes affect it
  • The betting system ignores aspects such as pitch conditions

Conclusion - Finding More Value Bets with The Poisson Distribution

Poisson distribution is one of the best betting systems that use actual data to predict upcoming events. However, before considering the betting system, you should be ready to conduct numerous analyses and research.

The good news is that all that effort will pay off since Poisson distribution results can help you make 1X2, Both Teams to Score, and Double Chance Bets. However, as stated in this reading, you should know that the betting system does not account for specific aspects, making it less reliable. But generally, it is worth considering, especially if you are an expert bettor.

Poisson Distribution Betting FAQ

What is the Poisson Distribution?

Poisson distribution is a betting system that uses past results to determine the future outcomes of an event. It is considered more accurate if you have a full range of data.

🏆 What Are the Benefits of Calculating the Probable Result Myself?

Calculating probable results yourself gives you an insight into the teams competing, thus increasing your chance of making a correct prediction. Furthermore, you get to make valid findings that you can apply when betting.

💶 Do Sports Bettors Use the Poisson Distribution to Find Value Bets?

Yes, sports bettors use Poisson Distribution to find value bets. After all, you can find your own odds using the method and then compare them with those of bookies to determine value bets.

💳 Is Calculating Outcome Probabilities Easy to Learn?

Calculating outcome probabilities is easy to learn so long as you know which statistics to use. After all, the formulas used are straightforward, so you will not have difficulty finding results.

🤔 What Is the Advantage of The Poisson Distribution for My Sports Bets?

Unlike most betting systems, Poisson distribution is advantageous since it gives more accurate results. Using the findings, you can place more bets, including 1X2 and Double Chance bets.
Before you go, do not forget to share with your friends:
  • Facebook Icon
  • X Icon
  • Instagram Icon
  • Telegram Icon
This article was written by our team of betting experts, any contributing references are noted below.
Last updated 22/02/2024
References
  1. Wikipedia contributors. (2022, March 25). Poisson distribution. Wikipedia. https://en.wikipedia.org/wiki/Poisson_distribution
  2. Cronin, B. (2017). Poisson Distribution: Predict the score in soccer betting. Pinnacle. https://www.pinnacle.com/en/betting-articles/Soccer/how-to-calculate-poisson-distribution/MD62MLXUMKMXZ6A8
  3. B. (2022, February 27). Poisson Distribution | Calculate the Expected Goals in Soccer. Betfair. https://www.betfair.com.au/hub/poisson-distribution/
Related Articles:
    )    (       (       (      (            (       (
 ( /(    )\ )    )\ )    )\ )   )\ )         )\ )    )\ )     (
 )\())  (()/(   (()/(   (()/(  (()/(   (    (()/(   (()/(     )\
((_)\    /(_))   /(_))   /(_))  /(_))  )\    /(_))   /(_)) ((((_)(
  ((_)  (_))_   (_))_   (_))   (_))   ((_)  (_))_   (_))    )\ _ )\
 / _ \   |   \   |   \  / __|  | _ \  | __|  |   \  |_ _|   (_)_\(_)
| (_) |  | |) |  | |) | \__ \  |  _/  | _|   | |) |  | |     / _ \
 \___/   |___/   |___/  |___/  |_|    |___|  |___/  |___|   /_/ \_\