Created
April 28, 2016 14:47
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setNormRange does not work when doing an extended fit apparently!
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## setNormRange does not work when doing an extended fit apparently! | |
import scipy.integrate | |
import numpy | |
import matplotlib.pyplot as plt | |
from ROOT import * | |
gErrorIgnoreLevel = kInfo; | |
points = [ 4630.206, 4905.73 , 5030.952, 4475.197, 4425.941, 4808.518, 4500.441, 4647.756, 4629.322, 5752.579, 4847.882, 6035.395, 4432.979, 4382.774, 4591.621] | |
ranges = [(4360.,5020.),(5626,6360)] | |
mass = RooRealVar("B_s0_MM","B_s0_MM", 4360., 6360., "MeV") | |
mass.setRange("fitRangeLeft", ranges[0][0] , ranges[0][1]) | |
mass.setRange("fitRangeRight", ranges[1][0], ranges[1][1]) | |
data = RooDataSet("data","data", RooArgSet(mass)) | |
for point in points: | |
mass.setVal(point) | |
data.addFast(RooArgSet(mass)) | |
## First do normal fit | |
exponent1 = RooRealVar("exponent","exponent", 0, -1., 1.) | |
data_model1 = RooExponential("data_model", "data_model", mass, exponent1); | |
data_model1.setNormRange("fitRangeLeft,fitRangeRight") | |
rooFitResult = data_model1.fitTo(data, RooFit.Save(), RooFit.Range("fitRangeLeft,fitRangeRight"), RooFit.PrintLevel(-1)) | |
rooFitResult.Print("v") | |
# Then do extended fit | |
n_bkg = RooRealVar("Nbkg","Nbkg", 20, 0, 1000); | |
exponent = RooRealVar("exponent","exponent", 0, -1., 1.) | |
data_model = RooExponential("data_model", "data_model", mass, exponent); | |
data_model_extended = RooExtendPdf("data_model_extended","data_model_extended",data_model,n_bkg) ; | |
data_model_extended.setNormRange("fitRangeLeft,fitRangeRight") | |
rooFitResult = data_model_extended.fitTo(data, RooFit.Save(), RooFit.Range("fitRangeLeft,fitRangeRight"), RooFit.PrintLevel(-1) ) | |
rooFitResult.Print("v") | |
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