• Specialists in video capture and online streaming. 100% video coverage of over 80 leagues world wide

• Opta data widgets available within Scout 7 player records and fully integrated with Xeatre video.

• Boston based sports and data analysts. Providers of recruitment analysis software to NBA and NFL teams

• Leader in real time player tracking technology

• League wide provision of match analysis software to all 42 Spanish league teams

• Data integration with Red Bee’s Piero software as by broadcasters world wide

• Data integration with SportsCode, leading provider of self coding analysis software

• Widgets integrated to The Sports Office club management system

OptaPro PartnershipsA Mathematical Approach to Evaluating Footballers

Martin Eastwood

#OptaProForum

Introduction

• Background

• Howitworks

• Validation

• Applications

Keep it Simple - Rating Footballers Using a Single Value

• Plus/minus

• Adjustedplus/minus

• Regularisedadjustedplus/minus

• Bayesian

A Bayesian Approach to Rating Footballers

Distribution of Player RatingsFabricioColoccini

RyanMason

MesutÖzil

Premier League Players

The World’s Top Players – February 2016

1. LionelMessi2. ThomasMüller3. CristianoRonaldo4. ManuelNeuer5. Busquets6. ToniKroos7. Neymar8. RobertLewandowski9. JordiAlba10. DavidAlaba

Checking For False Positives at Age 21

Checking For True Positives at Age 21

Player Ratings and Team Quality

Player Ratings and League Position

Applications

• Identifytargetsforscouting

• Visualiseplayers’personalagecurves

• Assessmentofsquadstrength

• Impactofinjuriestokeyplayersonexpectedpoints

• Specialists in video capture and online streaming. 100% video coverage of over 80 leagues world wide

• Opta data widgets available within Scout 7 player records and fully integrated with Xeatre video.

• Boston based sports and data analysts. Providers of recruitment analysis software to NBA and NFL teams

• Leader in real time player tracking technology

• League wide provision of match analysis software to all 42 Spanish league teams

• Data integration with Red Bee’s Piero software as by broadcasters world wide

• Data integration with SportsCode, leading provider of self coding analysis software

• Widgets integrated to The Sports Office club management system

OptaPro PartnershipsThank you

Martin Eastwood

#OptaProForum