Goodness-of-fit tests for unbinned maximum likelihood - Physics ...

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Compound hypothesis: data-parameter correlationThe issue:Some "goodness-of-fit" params found to correlatew. Data (fitted param) -> not GOF.a vs K 1 :no obvious correlationPHYSTAT2003,9/8/038

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Compound hypothesis: exampleHypothesis:Exponential,Float decay const(N=100,1000)Alternate:g(X)=2(1-X)cut28%(c 2 :13%)cut99%(c 2 :100%)c 2 : fit w. 20 binsPRELIMINARY: somewhat more powerful than c 2 for low NPHYSTAT2003,9/8/037

Page 2 and 3: BELLEWhy we are interestedBelle & o
Page 6 and 7: BELLEAn analytic study of the energ
Page 8: BELLECorrelation between fitted par
Page 13 and 14: Flat null hypothesisMC - generatedf
Page 15: Compound hypotheses: rejection powe
Page 19 and 20: Treatment of multidimensional dataT

Goodness-of-fit tests for unbinned maximum likelihood - Physics ...

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