Blog List.

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Estimating Goal Expectancy From Bookmaker's Odds.

Posted: 2022-12-02 19:30:00+00:00. | By: Martin Eastwood.

Penaltyblog Python Package Updated to v0.5.1.

Posted: 2022-11-04 19:30:00+00:00. | By: Martin Eastwood.

Ten Years of pena.lt/y/blog.

Posted: 2022-10-18 19:30:00+01:00. | By: Martin Eastwood.

Scraping Football Data Using the penaltyblog Python Package.

Posted: 2022-08-05 19:30:00+01:00. | By: Martin Eastwood.

Predicting Football Results Using Bayesian Modelling with Python and PyMC3.

Posted: 2021-08-25 19:30:00+01:00. | By: Martin Eastwood.

Predicting Football Results Using Python and the Dixon and Coles Model.

Posted: 2021-06-24 19:30:00+01:00. | By: Martin Eastwood.

Predicting Football Results With the Poisson Distribution.

Posted: 2021-06-18 19:30:00+01:00. | By: Martin Eastwood.

Which Young Players Will be Stars?.

Posted: 2021-05-19 19:30:00+01:00. | By: Martin Eastwood.

Predicting Player Career Trajectories.

Posted: 2021-05-03 19:30:00+01:00. | By: Martin Eastwood.

Sharing xG Using Multi-touch Attribution Modelling.

Posted: 2019-11-23 19:30:00+00:00. | By: Martin Eastwood.

VAR, What is it Good For?.

Posted: 2019-08-22 19:30:00+01:00. | By: Martin Eastwood.

Opta Pro Forum 2018.

Posted: 2018-11-21 19:30:00+00:00. | By: Martin Eastwood.

Automated Feature Engineering.

Posted: 2018-05-25 19:30:00+01:00. | By: Martin Eastwood.

Deep Learning in R Using Keras.

Posted: 2017-09-11 19:30:00+01:00. | By: Martin Eastwood.

An Alternatve to Radars for Visualising Football Data.

Posted: 2017-07-17 19:30:00+01:00. | By: Martin Eastwood.

Opta Pro Forum 2017.

Posted: 2017-03-11 19:30:00+00:00. | By: Martin Eastwood.

Opta Pro Forum 2016.

Posted: 2016-12-20 19:30:00+00:00. | By: Martin Eastwood.

A Footballer Recommendation Engine.

Posted: 2016-06-30 19:30:00+01:00. | By: Martin Eastwood.

Expected Goals and Uncertainty.

Posted: 2016-04-29 19:30:00+01:00. | By: Martin Eastwood.

Ranking Football Teams Using Google's Page Rank Algorithm.

Posted: 2016-03-21 19:30:00+00:00. | By: Martin Eastwood.

It’s Not Just The Money: Quality of Signings Suggest China Could Become a Major Power in Club Football.

Posted: 2016-02-29 19:30:00+00:00. | By: Martin Eastwood.

Frequency of Draws in Football.

Posted: 2015-12-12 19:30:00+00:00. | By: Martin Eastwood.

Updated Massey Ratings.

Posted: 2015-11-24 19:30:00+00:00. | By: Martin Eastwood.

Mathematically Optimising Your Fantasy Football Team: Redux.

Posted: 2015-08-07 19:30:00+01:00. | By: Martin Eastwood.

Expected Goals And Support Vector Machines.

Posted: 2015-07-13 19:30:00+01:00. | By: Martin Eastwood.

PlayerRatings And False Negatives.

Posted: 2015-04-23 19:30:00+01:00. | By: Martin Eastwood.

Backtesting PlayerRatings.

Posted: 2015-04-09 19:30:00+01:00. | By: Martin Eastwood.

PlayerRatings And Team Quality.

Posted: 2015-03-09 19:30:00+00:00. | By: Martin Eastwood.

PlayerRating: A Bayesian Method For Evaluating Football Players.

Posted: 2015-02-26 19:30:00+00:00. | By: Martin Eastwood.

Mathematically Optimising Your Fantasy Football Team: Update.

Posted: 2015-01-21 19:30:00+00:00. | By: Martin Eastwood.

Massey Ratings For Football Part Two.

Posted: 2014-12-04 19:30:00+00:00. | By: Martin Eastwood.

Massey Ratings For Football Part One.

Posted: 2014-11-27 19:30:00+00:00. | By: Martin Eastwood.

English Premier League Pythagorean.

Posted: 2014-11-04 19:30:00+00:00. | By: Martin Eastwood.

Predicting Football Using R.

Posted: 2014-11-02 19:30:00+00:00. | By: Martin Eastwood.

Expected Goals: Foot Shots Versus Headers.

Posted: 2014-08-28 19:30:00+01:00. | By: Martin Eastwood.

Mathematically Optimising Your Fantasy Football Team.

Posted: 2014-07-24 19:30:00+01:00. | By: Martin Eastwood.

Expected Goals And Exponential Decay.

Posted: 2014-04-22 19:30:00+01:00. | By: Martin Eastwood.

Expected Goals: The Y Axis.

Posted: 2014-04-16 19:30:00+01:00. | By: Martin Eastwood.

English Premier League Pythagorean Update.

Posted: 2014-04-04 19:30:00+01:00. | By: Martin Eastwood.

Expected Goals Updated.

Posted: 2014-03-01 19:30:00+00:00. | By: Martin Eastwood.

Actual Goals Versus Expected Goals.

Posted: 2014-02-15 19:30:00+00:00. | By: Martin Eastwood.

Expected Goals For All.

Posted: 2014-02-12 19:30:00+00:00. | By: Martin Eastwood.

Comparing Players Using Cluster Analysis.

Posted: 2014-02-10 19:30:00+00:00. | By: Martin Eastwood.

EPL 2013/2014: Football Pythagorean So Far.

Posted: 2014-01-20 19:30:00+00:00. | By: Martin Eastwood.

UEFA Champions League – Route To The Final.

Posted: 2013-09-30 19:30:00+01:00. | By: Martin Eastwood.

Analysing Football Teams Using Cluster Analysis and Principal Component Analysis.

Posted: 2013-08-30 19:30:00+01:00. | By: Martin Eastwood.

Anouncement.

Posted: 2013-06-19 19:30:00+01:00. | By: Martin Eastwood.

Betting With The Eastwood Index And Kelly Criterion.

Posted: 2013-05-23 19:30:00+01:00. | By: Martin Eastwood.

Did The Eastwood Index Beat The Bookmakers?.

Posted: 2013-05-21 19:30:00+01:00. | By: Martin Eastwood.

EI Match Probabilities for the English Premier League.

Posted: 2013-05-17 19:30:00+01:00. | By: Martin Eastwood.

EI Match Probabilities for the English Premier League.

Posted: 2013-05-10 19:30:00+01:00. | By: Martin Eastwood.

MLS Player Salaries: 2013.

Posted: 2013-05-10 19:30:00+01:00. | By: Martin Eastwood.

The Eastwood Index, MLS and Parity.

Posted: 2013-05-07 19:30:00+01:00. | By: Martin Eastwood.

EI Match Probabilities for the English Premier League.

Posted: 2013-05-03 19:30:00+01:00. | By: Martin Eastwood.

How Much Does Luck Affect MLS?.

Posted: 2013-05-02 19:30:00+01:00. | By: Martin Eastwood.

How Much Does Luck Affect Football?.

Posted: 2013-04-30 19:30:00+01:00. | By: Martin Eastwood.

What Is A Meaningful Sample Size?.

Posted: 2013-04-28 19:30:00+01:00. | By: Martin Eastwood.

EI Match Probabilities for the English Premier League.

Posted: 2013-04-26 19:30:00+01:00. | By: Martin Eastwood.

EI Match Probabilities for the English Premier League.

Posted: 2013-04-19 19:30:00+01:00. | By: Martin Eastwood.

EI Match Predictions for the English Premier League.

Posted: 2013-04-12 19:30:00+01:00. | By: Martin Eastwood.

EI Match Predictions for the English Premier League.

Posted: 2013-04-05 19:30:00+01:00. | By: Martin Eastwood.

Understanding Total Shot Ratio in Football.

Posted: 2013-04-02 19:30:00+01:00. | By: Martin Eastwood.

EI Match Predictions for the English Premier League.

Posted: 2013-03-28 19:30:00+00:00. | By: Martin Eastwood.

How Accurate Are The EI Football Predictions?.

Posted: 2013-03-21 19:30:00+00:00. | By: Martin Eastwood.

Is Brendan Rogers Improving Liverpool?.

Posted: 2013-03-13 19:30:00+00:00. | By: Martin Eastwood.

EI Match Predictions for the English Premier League.

Posted: 2013-03-08 19:30:00+00:00. | By: Martin Eastwood.

EI Match Predictions for the English Premier League.

Posted: 2013-03-01 19:30:00+00:00. | By: Martin Eastwood.

EI Match Predictions for the English Premier League.

Posted: 2013-02-28 19:30:00+00:00. | By: Martin Eastwood.

EI Match Predictions for the English Premier League.

Posted: 2013-02-21 19:30:00+00:00. | By: Martin Eastwood.

Introducing the Eastwood Index.

Posted: 2013-02-21 19:30:00+00:00. | By: Martin Eastwood.

Understanding Elo Ratings Part Two.

Posted: 2013-02-07 19:30:00+00:00. | By: Martin Eastwood.

Understanding Elo Ratings.

Posted: 2013-01-31 19:30:00+00:00. | By: Martin Eastwood.

Predicting Football Matches Using Shot Data Part Two.

Posted: 2013-01-25 19:30:00+00:00. | By: Martin Eastwood.

What Is The Chance of Bradford City reaching Wembley?.

Posted: 2013-01-22 19:30:00+00:00. | By: Martin Eastwood.

Predicting Football Matches Using Shot Data.

Posted: 2013-01-21 19:30:00+00:00. | By: Martin Eastwood.

Predicting The Premier League Using The Refined Pythagorean Equation.

Posted: 2013-01-18 19:30:00+00:00. | By: Martin Eastwood.

How Early In The Season Can Pythagorean Predictions Be Made?.

Posted: 2013-01-02 19:30:00+00:00. | By: Martin Eastwood.

What Has Caused Dimitar Berbatov’s Recent Lack of Goals?.

Posted: 2012-12-15 19:30:00+00:00. | By: Martin Eastwood.

Using the Pythagorean Expectation Across Leagues Wordwide.

Posted: 2012-12-10 19:30:00+00:00. | By: Martin Eastwood.

Applying the Pythagorean Expectation to Football: Part Two.

Posted: 2012-12-03 19:30:00+00:00. | By: Martin Eastwood.

Applying the Pythagorean Expectation to Football: Part One.

Posted: 2012-11-26 19:30:00+00:00. | By: Martin Eastwood.

Disparity in European Football Leagues.

Posted: 2012-11-20 19:30:00+00:00. | By: Martin Eastwood.

Analysis of André Villas-Boas Vs Harry Redknapp.

Posted: 2012-11-18 19:30:00+00:00. | By: Martin Eastwood.

Effect of Season Length on Deciding the League Champion.

Posted: 2012-11-12 19:30:00+00:00. | By: Martin Eastwood.

How Often Does The Best Team Win The League?.

Posted: 2012-11-08 19:30:00+00:00. | By: Martin Eastwood.

The Poisson Model So Far.

Posted: 2012-11-02 19:30:00+00:00. | By: Martin Eastwood.

Using Poisson to Predict Football Matches.

Posted: 2012-10-29 19:30:00+00:00. | By: Martin Eastwood.

Influence Of Clean Sheets.

Posted: 2012-10-26 19:30:00+01:00. | By: Martin Eastwood.

Football + Mathematics.

Posted: 2012-10-22 19:30:00+01:00. | By: Martin Eastwood.

It's Fergie Time.

Posted: 2012-10-19 19:30:00+01:00. | By: Martin Eastwood.

Hello World.

Posted: 2012-10-18 19:30:00+01:00. | By: Martin Eastwood.

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Pena.lt/y is a site dedicated to football analytics. You'll find lots of research, tutorials and examples on the blog and on GitHub.

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