Question: Inatennismatchwithplayers a and b, let ab betheprobabilitythat a defeats b. The BradleyTerrymodel is log(ab~ba) = a b, with anidentifiabilityconstraint,suchas c = 0 for player
Inatennismatchwithplayers a and
b, let Πab betheprobabilitythat a defeats
b. The Bradley–Terrymodel is log(Πab~Πba) = βa − βb, with anidentifiabilityconstraint,suchas βc = 0 for player
c. For T players,thismodels T(T −
1)~2 probabilities by (T − 1) parameters. Fitthemodeltothe Tennis data fileatthebook’s website,whichshowsresultsforDjokovic,Federer,Murray,Nadal,andWawrinkabetween January2014andJanuary2018.(Eachlineofthedatafileshowsthenumbersofwinsand losses formatchesbetweentheplayerwithindicator+1andtheplayerwithindicator −1. Using an R modelstatementintheformat glm(won/(won+lost) ∼ -1 +Djokovic+ ⋯ + Wawrinka,
...) suppresses theinterceptterm.)EstimatetheprobabilitythatFedererbeatsMurrayand compare itwiththesampleproportion.
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