def theConfig(Nj, mH, isElectron = False, initFile = [], includeSignal = True):
pars = Wjj2DFitterPars()
pars.MCDirectory = '/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/ReducedTrees/'
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/Moriond2013/RD_includingDiboson/"
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/HCP2012METfix/ReducedTrees/"
#pars.DataDirectory = '/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/HWWTrees/'
pars.DataDirectory = pars.MCDirectory
pars.isElectron = isElectron
pars.initialParametersFile = initFile
pars.backgrounds = ['diboson', 'top', 'WpJ']
pars.includeSignal = includeSignal
pars.signals = ['ggH', 'qqH']
pars.yieldConstraints = { 'diboson' : 0.034, 'top' : 0.07 }
#pars.yieldConstraints = {}
pars.constrainShapes = ['WpJ']
pars.Njets = Nj
pars.mHiggs = mH
modePars = mu2Pars
if isElectron:
flavorString = 'el'
if Nj == 3:
modePars = el3Pars
else:
modePars = el2Pars
else:
flavorString = 'mu'
if Nj == 3:
modePars = mu3Pars
else:
modePars = mu2Pars
pars.cuts = \
'(W_pt>200.)&&(GroomedJet_CA8_pt[0]>200)&&(ggdboostedWevt==1)' +\
'&&(event_metMVA_met>50.)&&(GroomedJet_CA8_deltaphi_METca8jet>2.0)' +\
'&&(GroomedJet_CA8_mass_pr[0]>40)&&(numPFCorJetBTags==0)' +\
'&&(GroomedJet_CA8_tau2tau1[0]<0.53)'
#btag veto
pars.btagVeto = False
# for i in range(0, 6):
# pars.cuts += '&&((abs(JetPFCor_Eta[%i])>2.4)||' % i + \
# '(JetPFCor_Pt[%i]<30.)||' % i + \
# '(JetPFCor_bDiscriminatorCSV[%i]<0.679))' % i
# veto boosted topology
# if mH >= 600:
# pars.cuts += '&&(W_pt<200.)'
# veto vbf
pars.cuts += '&&(vbf_event==0)'
# you need a files entry and a models entry for each of the fit
# compoents in backgrounds and signals
# the files should a list with entries like (filename, Ngen, xsec)
pars.dibosonFiles = [
(pars.MCDirectory + 'RD_%s_WW_CMSSW532.root' % (flavorString),
9450414, 57.1097),
(pars.MCDirectory + 'RD_%s_WZ_CMSSW532.root' % (flavorString),
10000267, 32.3161),
]
pars.dibosonModels = [ modePars[mH][5]['diboson'][0] ]
pars.WpJFiles = [
(pars.MCDirectory + 'RD_%s_WJets_madgraph_CMSSW532.root' % (flavorString),
8955318, 1.3*228.9),
]
pars.WpJModels = [ modePars[mH][5]['WpJ'][0] ]
pars.topFiles = [
(pars.MCDirectory + 'RD_%s_TTbar_CMSSW532.root' % (flavorString),
6893735, 225.197),
(pars.MCDirectory + 'RD_%s_STopS_Tbar_CMSSW532.root' % (flavorString),
139974, 1.75776),
(pars.MCDirectory + 'RD_%s_STopS_T_CMSSW532.root' % (flavorString),
259960, 3.89394),
(pars.MCDirectory + 'RD_%s_STopT_Tbar_CMSSW532.root' % (flavorString),
1935066, 30.0042),
(pars.MCDirectory + 'RD_%s_STopT_T_CMSSW532.root' % (flavorString),
3758221, 55.531),
(pars.MCDirectory + 'RD_%s_STopTW_Tbar_CMSSW532.root' % (flavorString),
493458, 11.1773),
(pars.MCDirectory + 'RD_%s_STopTW_T_CMSSW532.root' % (flavorString),
497657, 11.1773),
]
pars.topModels = [ modePars[mH][5]['top'][0] ]
ngen = HWWSignalShapes.NgenHiggs(mH, 'ggH')
pars.ggHFiles = [
(pars.MCDirectory + HWWSignalShapes.makeSignalFilename(mH, "ggH",
isElectron),
ngen[0], ngen[1]*ngen[2])
]
pars.ggHModels = [ modePars[mH][5]['ggH'][0] ]
if pars.mHiggs >= 400:
pars.ggHInterference = True
ngen = HWWSignalShapes.NgenHiggs(mH, 'qqH')
pars.qqHFiles = [
(pars.MCDirectory + HWWSignalShapes.makeSignalFilename(mH, "qqH",
isElectron),
ngen[0], ngen[1]*ngen[2])
]
pars.qqHModels = [ modePars[mH][5]['qqH'][0] ]
pars.dibosonPlotting = {'color' : kAzure+8, 'title' : 'WW+WZ'}
pars.WpJPlotting = { 'color' : kRed, 'title' : 'V+jets'}
pars.topPlotting = {'color' : kGreen+2, 'title' : 'top'}
pars.ggHPlotting = {'color' : kBlue, 'title' : "H(%i) #rightarrow WW" % mH}
pars.qqHPlotting = {'color' : kBlue, 'title' : "H(%i) #rightarrow WW" % mH,
'visible' : True}
pars.var = ['GroomedJet_CA8_mass_pr[0]', 'boostedW_lvj_m']
pars.varRanges = {'GroomedJet_CA8_mass_pr[0]': (20, 40., 140., []),
'boostedW_lvj_m': (modePars[mH][4], modePars[mH][2],
modePars[mH][3], [])
}
pars.varTitles = {'GroomedJet_CA8_mass_pr[0]': 'm_{j}',
'boostedW_lvj_m' : 'm_{l#nuj}'
}
pars.varNames = {'GroomedJet_CA8_mass_pr[0]': 'GroomedJet_CA8_mass_pr',
'boostedW_lvj_m' : 'boostedW_lvj_m'
}
pars.exclude = {'GroomedJet_CA8_mass_pr[0]' : (70., 100.)}
pars.blind = True
pars.binData = False
# pars.binData = True
return customizeElectrons(pars) if isElectron else \
customizeMuons(pars)
def theConfig(Nj, mH, isElectron=False, initFile=[], includeSignal=True):
pars = Wjj2DFitterPars()
pars.MCDirectory = '/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/ReducedTrees/'
pars.QCDDirectory = "/uscms_data/d3/ilyao/QCD8TeV/Moriond13/"
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/Moriond2013/RD_includingDiboson/"
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/HCP2012METfix/ReducedTrees/"
pars.DataDirectory = '/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/HWWTrees/'
pars.isElectron = isElectron
pars.initialParametersFile = initFile
pars.backgrounds = ['diboson', 'WpJ', 'top']
pars.includeSignal = includeSignal
pars.signals = ['ggH', 'qqH']
pars.yieldConstraints = {'diboson': 0.034, 'top': 0.07}
#pars.yieldConstraints = {}
pars.constrainShapes = ['WpJ']
if mH > 200:
pars.constrainShapes = ['WpJ']
pars.Njets = Nj
pars.mHiggs = mH
modePars = mu2Pars
if isElectron:
flavorString = 'el'
if Nj == 3:
modePars = el3Pars
else:
modePars = el2Pars
else:
flavorString = 'mu'
if Nj == 3:
modePars = mu3Pars
else:
modePars = mu2Pars
pars.cuts = '(ggdevt==%i)&&(fit_status==0)&&(W_mt>30)' % Nj
pars.cuts = '(fit_status==0)&&(W_mt>30)'
pars.cuts += '&&(%s>%.3f)' % (modePars[mH][0], modePars[mH][1])
#btag veto
pars.btagVeto = False
for i in range(0, 6):
pars.cuts += '&&((abs(JetPFCor_Eta[%i])>2.4)||' % i + \
'(JetPFCor_Pt[%i]<30.)||' % i + \
'(JetPFCor_bDiscriminatorCSV[%i]<0.244))' % i
# veto boosted topology
# if mH >= 600:
# pars.cuts += '&&(W_pt<200.)'
# veto vbf
pars.cuts += '&&(vbf_event==0)'
# you need a files entry and a models entry for each of the fit
# compoents in backgrounds and signals
# the files should a list with entries like (filename, Ngen, xsec)
pars.dibosonFiles = [
(pars.MCDirectory + 'RD_%s_WW_CMSSW532.root' % (flavorString), 9450414,
57.1097),
(pars.MCDirectory + 'RD_%s_WZ_CMSSW532.root' % (flavorString),
10000267, 32.3161),
]
pars.dibosonModels = [modePars[mH][5]['diboson'][0]]
wpj_kfactor = 1.16
pars.WpJFiles = [
# (pars.MCDirectory + 'RD_%s_WpJ_CMSSW532.root' % (flavorString),
# 18353019+50768992, 36257.2),
(pars.MCDirectory + 'RD_%s_ZpJ_CMSSW532.root' % (flavorString),
30209426, 3503.71),
# (pars.MCDirectory + 'RD_%s_W1Jets_CMSSW532.root' % (flavorString),
# 19871598, 5400.0*wpj_kfactor),
(pars.MCDirectory + 'RD_%s_W2Jets_CMSSW532.root' % (flavorString),
33004921, 1750.0 * wpj_kfactor),
(pars.MCDirectory + 'RD_%s_W3Jets_CMSSW532.root' % (flavorString),
15059503, 519.0 * wpj_kfactor),
(pars.MCDirectory + 'RD_%s_W4Jets_CMSSW532.root' % (flavorString),
12842803, 214.0 * wpj_kfactor),
]
pars.WpJModels = [modePars[mH][5]['WpJ'][0]]
pars.topFiles = [
(pars.MCDirectory + 'RD_%s_TTbar_CMSSW532.root' % (flavorString),
6893735, 225.197),
(pars.MCDirectory + 'RD_%s_STopS_Tbar_CMSSW532.root' % (flavorString),
139974, 1.75776),
(pars.MCDirectory + 'RD_%s_STopS_T_CMSSW532.root' % (flavorString),
259960, 3.89394),
(pars.MCDirectory + 'RD_%s_STopT_Tbar_CMSSW532.root' % (flavorString),
1935066, 30.0042),
(pars.MCDirectory + 'RD_%s_STopT_T_CMSSW532.root' % (flavorString),
3758221, 55.531),
(pars.MCDirectory + 'RD_%s_STopTW_Tbar_CMSSW532.root' % (flavorString),
493458, 11.1773),
(pars.MCDirectory + 'RD_%s_STopTW_T_CMSSW532.root' % (flavorString),
497657, 11.1773),
]
pars.topModels = [modePars[mH][5]['top'][0]]
pars.QCDFracOfData = 0.05
pars.QCDFiles = [
(pars.QCDDirectory + 'RDQCD_WenuJets_Isog0p3NoElMVA_19p2invfb.root', 1,
1), #The events come from the data sideband
]
pars.QCDModels = [27]
ngen = HWWSignalShapes.NgenHiggs(mH, 'ggH')
pars.ggHFiles = [
(pars.MCDirectory +
HWWSignalShapes.makeSignalFilename(mH, "ggH", isElectron), ngen[0],
ngen[1] * ngen[2])
]
pars.ggHModels = [modePars[mH][5]['ggH'][0]]
if pars.mHiggs >= 400:
pars.ggHInterference = True
ngen = HWWSignalShapes.NgenHiggs(mH, 'qqH')
pars.qqHFiles = [
(pars.MCDirectory +
HWWSignalShapes.makeSignalFilename(mH, "qqH", isElectron), ngen[0],
ngen[1] * ngen[2])
]
pars.qqHModels = [modePars[mH][5]['qqH'][0]]
pars.dibosonPlotting = {'color': kAzure + 8, 'title': 'WW+WZ'}
pars.WpJPlotting = {'color': kRed, 'title': 'V+jets'}
pars.topPlotting = {'color': kGreen + 2, 'title': 'top'}
pars.ggHPlotting = {'color': kBlue, 'title': "H(%i) #rightarrow WW" % mH}
pars.qqHPlotting = {
'color': kBlue,
'title': "H(%i) #rightarrow WW" % mH,
'visible': True
}
pars.QCDPlotting = {'color': kGray, 'title': 'multijet'}
pars.var = ['Mass2j_PFCor', 'fit_mlvjj']
pars.varRanges = {
'Mass2j_PFCor': (12, 50., 146., []),
'fit_mlvjj':
(modePars[mH][4] * 10, modePars[mH][2], modePars[mH][3], [])
}
pars.plotRanges = {
'Mass2j_PFCor': (12, 50., 146., []),
'fit_mlvjj': (modePars[mH][4], modePars[mH][2], modePars[mH][3], [])
}
pars.varTitles = {'Mass2j_PFCor': 'm_{jj}', 'fit_mlvjj': 'm_{l#nujj}'}
pars.exclude = {'Mass2j_PFCor': (66., 66. + 32.)}
pars.doExclude = True
pars.blind = True
pars.binData = False
# pars.binData = True
return customizeElectrons(pars) if isElectron else \
customizeMuons(pars)
def theConfig(**kwargs):
# (Nj, mH, isElectron = False, initFile = [], includeSignal = True,
# MVACutOverride = None):
print 'mjj',kwargs
pars = Wjj2DFitterPars()
# pars.MCDirectory = '/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/ReducedTrees/'
pars.MCDirectory = '/eos/uscms/store/user/lnujj/RDtrees_with_8TeV_MVA/Higgs_22Oct/'
if ('xrootd' in kwargs) and kwargs['xrootd']:
pars.MCDirectory = 'root://cmseos:1094/' + pars.MCDirectory
pars.QCDDirectory = "/uscms_data/d3/ilyao/QCD8TeV/Moriond13/"
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/Moriond2013/RD_includingDiboson/"
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/HCP2012METfix/ReducedTrees/"
pars.DataDirectory = pars.MCDirectory
pars.isElectron = kwargs['isElectron']
if ('initFile' in kwargs):
pars.initialParametersFile = list(kwargs['initFile'])
else:
pars.initialParametersFile = []
pars.backgrounds = ['diboson', 'WpJ', 'top']
if ('includeSignal' in kwargs):
pars.includeSignal = kwargs['includeSignal']
else:
pars.includeSignal = False
pars.signals = ['ggH', 'qqH']
pars.yieldConstraints = { 'diboson' : 0.10, 'top' : 0.07 }
#pars.yieldConstraints = {}
pars.constrainShapes = ['WpJ']
# if kwargs['mH'] > 200:
# pars.constrainShapes = ['WpJ']
pars.Njets = kwargs['Nj']
pars.mHiggs = kwargs['mH']
modePars = mu2Pars
if pars.isElectron:
flavorString = 'el'
if pars.Njets == 3:
modePars = el3Pars
else:
modePars = el2Pars
else:
flavorString = 'mu'
if pars.Njets == 3:
modePars = mu3Pars
else:
modePars = mu2Pars
pars.cuts = '(ggdevt==%i)&&(fit_status==0)&&(W_mt>30)' % pars.Njets
pars.cuts = '(fit_status==0)&&(W_mt>30)'
if ('MVACutOverride' in kwargs) and (kwargs['MVACutOverride'] != None):
pars.cuts += '&&(%s>%.3f)' % \
(modePars[pars.mHiggs][0].replace('mu', flavorString),
kwargs['MVACutOverride'])
else:
pars.cuts += '&&(%s>%.3f)' % \
(modePars[pars.mHiggs][0].replace('mu', flavorString),
modePars[pars.mHiggs][1])
#btag veto
pars.btagVeto = False
for i in range(0, 6):
pars.cuts += '&&((abs(JetPFCor_Eta[%i])>2.4)||' % i + \
'(JetPFCor_Pt[%i]<30.)||' % i + \
'(JetPFCor_bDiscriminatorCSV[%i]<0.244))' % i
# veto boosted topology
# if pars.mHiggs >= 600:
# pars.cuts += '&&(W_pt<200.)'
# veto vbf
# pars.cuts += '&&(vbf_event==0)'
# you need a files entry and a models entry for each of the fit
# compoents in backgrounds and signals
# the files should a list with entries like (filename, Ngen, xsec)
pars.dibosonFiles = [
(pars.MCDirectory + 'RD_%s_WW_CMSSW532.root' % (flavorString),
9450414, 57.1097),
(pars.MCDirectory + 'RD_%s_WZ_CMSSW532.root' % (flavorString),
10000267, 32.3161),
]
pars.dibosonModels = [ modePars[pars.mHiggs][5]['diboson'][0] ]
wpj_kfactor = 1.16
pars.WpJFiles = [
# (pars.MCDirectory + 'RD_%s_WpJ_CMSSW532.root' % (flavorString),
# 18353019+50768992, 36257.2),
(pars.MCDirectory + 'RD_%s_ZpJ_CMSSW532.root' % (flavorString),
30209426, 3503.71),
# (pars.MCDirectory + 'RD_%s_W1Jets_CMSSW532.root' % (flavorString),
# 19871598, 5400.0*wpj_kfactor),
(pars.MCDirectory + 'RD_%s_W2Jets_CMSSW532.root' % (flavorString),
33004921, 1750.0*wpj_kfactor),
(pars.MCDirectory + 'RD_%s_W3Jets_CMSSW532.root' % (flavorString),
15059503, 519.0*wpj_kfactor),
# (pars.MCDirectory + 'RD_%s_W4Jets_CMSSW532.root' % (flavorString),
# 12842803, 214.0*wpj_kfactor),
(pars.MCDirectory + 'RD_%s_W4Jets_CMSSW532_old.root' % (flavorString),
4369420, 214.0*wpj_kfactor),
]
pars.WpJModels = [ modePars[pars.mHiggs][5]['WpJ'][0] ]
if (len(modePars[pars.mHiggs][5]['WpJ']) > 2):
pars.WpJAuxModels = [ modePars[pars.mHiggs][5]['WpJ'][2] ]
pars.topFiles = [
(pars.MCDirectory + 'RD_%s_TTbar_CMSSW532.root' % (flavorString),
6893735, 225.197),
(pars.MCDirectory + 'RD_%s_STopS_Tbar_CMSSW532.root' % (flavorString),
139974, 1.75776),
(pars.MCDirectory + 'RD_%s_STopS_T_CMSSW532.root' % (flavorString),
259960, 3.89394),
(pars.MCDirectory + 'RD_%s_STopT_Tbar_CMSSW532.root' % (flavorString),
1935066, 30.0042),
(pars.MCDirectory + 'RD_%s_STopT_T_CMSSW532.root' % (flavorString),
3758221, 55.531),
(pars.MCDirectory + 'RD_%s_STopTW_Tbar_CMSSW532.root' % (flavorString),
493458, 11.1773),
(pars.MCDirectory + 'RD_%s_STopTW_T_CMSSW532.root' % (flavorString),
497657, 11.1773),
]
pars.topModels = [ modePars[pars.mHiggs][5]['top'][0] ]
pars.QCDFracOfData = 0.05
pars.QCDFiles = [
(pars.QCDDirectory + 'RDQCD_WenuJets_Isog0p3NoElMVA_19p2invfb.root',
1,1), #The events come from the data sideband
]
pars.QCDModels = [27]
ngen = HWWSignalShapes.NgenHiggs(pars.mHiggs, 'ggH')
pars.ggHFiles = [
(pars.MCDirectory + HWWSignalShapes.makeSignalFilename(pars.mHiggs,
"ggH",
pars.isElectron),
ngen[0], ngen[1]*ngen[2])
]
pars.ggHModels = [ modePars[pars.mHiggs][5]['ggH'][0] ]
pars.ggHdoSystMult = False
if pars.mHiggs >= 400:
pars.ggHInterference = True
pars.ggHSystMult = 'interf_ggH'
ngen = HWWSignalShapes.NgenHiggs(pars.mHiggs, 'qqH')
pars.qqHFiles = [
(pars.MCDirectory + HWWSignalShapes.makeSignalFilename(pars.mHiggs,
"qqH",
pars.isElectron),
ngen[0], ngen[1]*ngen[2])
]
pars.qqHModels = [ modePars[pars.mHiggs][5]['qqH'][0] ]
pars.dibosonPlotting = {'color' : kAzure+8, 'title' : 'WW+WZ'}
pars.WpJPlotting = { 'color' : kRed, 'title' : 'V+jets'}
pars.topPlotting = {'color' : kGreen+2, 'title' : 'top'}
pars.ggHPlotting = {'color' : kBlue,
'title' : "H(%i) #rightarrow WW" % pars.mHiggs}
pars.qqHPlotting = {'color' : kBlue,
'title' : "H(%i) #rightarrow WW" % pars.mHiggs,
'visible' : True}
pars.QCDPlotting = {'color' : kGray, 'title':'multijet'}
pars.var = ['Mass2j_PFCor', 'fit_mlvjj']
pars.varRanges = {'Mass2j_PFCor': (13, 50., 154., []),
'fit_mlvjj': (modePars[pars.mHiggs][4]*10,
modePars[pars.mHiggs][2],
modePars[pars.mHiggs][3], [])
}
pars.plotRanges = {'Mass2j_PFCor': (13, 50., 154., []),
'fit_mlvjj': (modePars[pars.mHiggs][4],
modePars[pars.mHiggs][2],
modePars[pars.mHiggs][3], [])
}
pars.varTitles = {'Mass2j_PFCor': 'm_{jj}',
'fit_mlvjj' : 'm_{l#nujj}'
}
pars.exclude = {'Mass2j_PFCor' : (66., 66.+32.)}
pars.doExclude = True
pars.blind = True
pars.binData = False
# pars.binData = True
return customizeElectrons(pars) if pars.isElectron else \
customizeMuons(pars)
event.getByLabel(label, handle)
genParts = handle.product()
if (eventN % 100 == 0):
print "Record:", eventN,
print "Run:", event.object().id().run(),
print "event:", event.object().id().event()
for particle in genParts:
if (abs(particle.pdgId()) == 25) and (particle.status() == 3):
dauMode = abs(particle.daughter(0).pdgId())
if not (dauMode in decayCnts):
decayCnts[dauMode] = 0
decayCnts[dauMode] += 1
# printParticleDecayTree(particle, statusCutoff = 3)
Higgs_mass[0] = particle.mass()
Event_wgt[0] = HWWSignalShapes.HiggsCPWeight(
opts.mH, particle.mass())
sumWgts += Event_wgt[0]
# Running_wgt[0] = HWWSignalShapes.runningWidthWeight(350,
# particle.mass())
# sumRunning += Running_wgt[0]
break
outTree.Fill()
if eventN >= 10000:
break
print decayCnts
#print "n events:",eventN
print "avg CP weight:", sumWgts / (eventN + 1)
# print "avg running width weight:", sumRunning/(eventN+1)
## assert(False)
mf4 = fitter4.stackedPlot(False, RooWjjMjjFitter.mlnujj)
mf4.SetName("Mlvjj_Stacked")
## sf4 = fitter4.residualPlot(mf4, "h_background", "dibosonPdf", False)
# pf4 = fitter4.residualPlot(mf4, "h_total", "", True)
pf4 = pulls.createPull(mf4.getHist('theData'), mf4.getCurve('h_total'))
pf4.SetName("Mlvjj_Pull")
lf4 = fitter4.stackedPlot(True, RooWjjMjjFitter.mlnujj)
lf4.SetName("Mlvjj_log")
fitUtils = RooWjjFitterUtils(pars4)
iwt = 0
if (opts.mH >= 500):
iwt = 1
sigHists = HWWSignalShapes.GenHiggsHists(pars4, opts.mH, fitUtils, iwt = iwt)
extraFactor = 2.
otherdata = HWWSignalShapes.NgenHiggs(opts.mH, 'HWW')
SigVisual = TH1D(sigHists['HWW'])
SigVisual.Print()
SigVisual.SetName('SigVisual')
SigVisual.SetLineColor(kBlue)
SigVisual.SetLineWidth(3)
SigVisual.Scale(pars4.intLumi*extraFactor*otherdata[1]*otherdata[2]/2.)
SigVisual.Print()
SigVisualLog = TH1D(SigVisual)
SigVisualLog.SetName("SigVisualLog")
c4body = TCanvas('c4body', '4 body stacked')
mf4.addTH1(SigVisual, "hist")
pars4.wHiggs = HWWSignalShapes.HiggsWidth[mHmorph]
# fitter4 = RooWjjMjjFitter(pars4)
higgsModes = HWWSignalShapes.modes
morphedHists = []
utils = RooWjjFitterUtils(pars4)
print 'basis Higgs', mHbasis, 'morphing with Higgs', mHmorph,
print 'to make Higgs', opts.mH
iwt = 0
if (opts.mH >= 500):
iwt = 1
higgsHists = HWWSignalShapes.GenHiggsHists(pars4, mHmorph, utils, iwt=iwt)
fbasis = TFile(opts.basisFile)
# fmorph = TFile(opts.morphFile)
gROOT.cd()
for higgsMode in higgsModes:
basisName = '%s%i_%s_shape' % (higgsMode, mHbasis, modeString)
morphName = '%s%i_%s_shape' % (higgsMode, mHmorph, modeString)
print 'basis hist name:', basisName, 'morph hist name:', morphName
histbasis = scaleUnwidth(fbasis.Get(basisName))
histmorph = scaleUnwidth(higgsHists[higgsMode])
if fitterPars.includeMuons and fitterPars.includeElectrons:
modeString = ''
elif fitterPars.includeMuons:
modeString = 'Muon'
elif fitterPars.includeElectrons:
modeString = 'Electron'
else:
modeString = ''
pars4 = config.the4BodyConfig(fitterPars, mHbasis, opts.syst,
opts.alpha)
# fitter4 = RooWjjMjjFitter(pars4)
(halfGen, otherdata) = HWWSignalShapes.NgenHiggs(opts.mH, 'HWW')
SignalHist = HWWSignalShapes.makeHiggsHist(opts.mH, pars4, 'HWW')
SignalHist.Scale(otherdata[1]*otherdata[2]*pars4.intLumi* \
opts.factor/otherdata[0])
print "signal only"
SignalHist.Print()
if opts.debug:
print 'drawing signal histogram...'
SignalHist.Draw()
gPad.Update()
gPad.WaitPrimitive()
basisFilename = 'H%i_%s_%iJets_Fit_Shapes.root' % (mHbasis, modeString,
opts.Nj)
print 'opening', basisFilename
bfile = TFile(basisFilename)
bgCurve = bfile.Get('h_total')
def theConfig(Nj, mH, isElectron = False, initFile = [], includeSignal = True):
pars = Wjj2DFitterPars()
pars.MCDirectory = '/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/ReducedTrees/'
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/Moriond2013/RD_includingDiboson/"
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/HCP2012METfix/ReducedTrees/"
pars.DataDirectory = '/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/HWWTrees/'
pars.isElectron = isElectron
pars.initialParametersFile = initFile
pars.backgrounds = ['diboson', 'WpJ', 'top']
pars.includeSignal = includeSignal
pars.signals = ['ggH', 'qqH']
pars.yieldConstraints = { 'diboson' : 0.034, 'top' : 0.07 }
#pars.yieldConstraints = {}
pars.constrainShapes = []
pars.Njets = Nj
pars.mHiggs = mH
modePars = mu2Pars
if isElectron:
flavorString = 'el'
if Nj == 3:
modePars = el3Pars
else:
modePars = el2Pars
else:
flavorString = 'mu'
if Nj == 3:
modePars = mu3Pars
else:
modePars = mu2Pars
pars.cuts = '(ggdevt==%i)&&(fit_status==0)&&(W_mt>30)' % Nj
pars.cuts += '&&(%s>%.3f)' % (modePars[mH][0], modePars[mH][1])
# pars.cuts = '(fit_status==0)&&(W_mt>30)' + \
# '&&(%s>%.3f)' % (modePars[mH][0], modePars[mH][1])
#btag veto
pars.btagVeto = False
# for i in range(0, 6):
# pars.cuts += '&&((abs(JetPFCor_Eta[%i])>2.4)||' % i + \
# '(JetPFCor_Pt[%i]<30.)||' % i + \
# '(JetPFCor_bDiscriminatorCSV[%i]<0.679))' % i
# veto boosted topology
# if mH >= 600:
# pars.cuts += '&&(W_pt<200.)'
# veto vbf
pars.cuts += '&&(vbf_event==0)'
# you need a files entry and a models entry for each of the fit
# compoents in backgrounds and signals
# the files should a list with entries like (filename, Ngen, xsec)
pars.dibosonFiles = [
(pars.MCDirectory + 'RD_%s_WW_CMSSW532.root' % (flavorString),
9450414, 57.1097),
(pars.MCDirectory + 'RD_%s_WZ_CMSSW532.root' % (flavorString),
10000267, 32.3161),
]
pars.dibosonModels = modePars[mH][5]['diboson']
pars.WpJFiles = [
(pars.MCDirectory + 'RD_%s_WpJ_CMSSW532.root' % (flavorString),
18353019+50768992, 36257.2),
(pars.MCDirectory + 'RD_%s_ZpJ_CMSSW532.root' % (flavorString),
30209426, 3503.71),
]
pars.WpJModels = modePars[mH][5]['WpJ']
pars.topFiles = [
(pars.MCDirectory + 'RD_%s_TTbar_CMSSW532.root' % (flavorString),
6893735, 225.197),
(pars.MCDirectory + 'RD_%s_STopS_Tbar_CMSSW532.root' % (flavorString),
139974, 1.75776),
(pars.MCDirectory + 'RD_%s_STopS_T_CMSSW532.root' % (flavorString),
259960, 3.89394),
(pars.MCDirectory + 'RD_%s_STopT_Tbar_CMSSW532.root' % (flavorString),
1935066, 30.0042),
(pars.MCDirectory + 'RD_%s_STopT_T_CMSSW532.root' % (flavorString),
3758221, 55.531),
(pars.MCDirectory + 'RD_%s_STopTW_Tbar_CMSSW532.root' % (flavorString),
493458, 11.1773),
(pars.MCDirectory + 'RD_%s_STopTW_T_CMSSW532.root' % (flavorString),
497657, 11.1773),
]
pars.topModels = modePars[mH][5]['top']
ngen = HWWSignalShapes.NgenHiggs(mH, 'ggH')
pars.ggHFiles = [
(pars.MCDirectory + HWWSignalShapes.makeSignalFilename(mH, "ggH",
isElectron),
ngen[0], ngen[1]*ngen[2])
]
pars.ggHModels = modePars[mH][5]['ggH']
if pars.mHiggs >= 400:
pars.ggHInterference = True
ngen = HWWSignalShapes.NgenHiggs(mH, 'qqH')
pars.qqHFiles = [
(pars.MCDirectory + HWWSignalShapes.makeSignalFilename(mH, "qqH",
isElectron),
ngen[0], ngen[1]*ngen[2])
]
pars.qqHModels = modePars[mH][5]['qqH']
pars.dibosonPlotting = {'color' : kAzure+8, 'title' : 'WW+WZ'}
pars.WpJPlotting = { 'color' : kRed, 'title' : 'V+jets'}
pars.topPlotting = {'color' : kGreen+2, 'title' : 'top'}
pars.ggHPlotting = {'color' : kBlue, 'title' : "H(%i) #rightarrow WW" % mH}
pars.qqHPlotting = {'color' : kBlue, 'title' : "H(%i) #rightarrow WW" % mH,
'visible' : True}
pars.var = ['Mass2j_PFCor', 'fit_mlvjj']
pars.varRanges = {'Mass2j_PFCor': (18, 50., 194., []),
'fit_mlvjj': (modePars[mH][4], modePars[mH][2],
modePars[mH][3], [])
}
pars.varTitles = {'Mass2j_PFCor': 'm_{jj}',
'fit_mlvjj' : 'm_{l#nujj}'
}
pars.exclude = {}
pars.blind = False
# pars.v1binEdges = [50, 55.,60.,65.,70.,75.,80.,85.,95.,
# 105.,115.,125.,135.,150.,165.,180.,200.]
# pars.v1nbins = len(pars.v1binEdges)-1
pars.binData = False
# pars.binData = True
return customizeElectrons(pars) if isElectron else \
customizeMuons(pars)
def theConfig(Nj, mH, isElectron=False, initFile=[], includeSignal=True):
pars = Wjj2DFitterPars()
pars.MCDirectory = "/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/ReducedTrees/"
pars.QCDDirectory = "/uscms_data/d3/ilyao/QCD8TeV/Moriond13/"
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/Moriond2013/RD_includingDiboson/"
# pars.MCDirectory = "root://cmseos:1094//eos/uscms/store/user/lnujj/HCP2012METfix/ReducedTrees/"
pars.DataDirectory = "/uscms_data/d2/andersj/Wjj/2012/data/Moriond2013/HWWTrees/"
pars.isElectron = isElectron
pars.initialParametersFile = initFile
pars.backgrounds = ["diboson", "WpJ", "top"]
pars.includeSignal = includeSignal
pars.signals = ["ggH", "qqH"]
pars.yieldConstraints = {"diboson": 0.034, "top": 0.07}
# pars.yieldConstraints = {}
pars.constrainShapes = ["WpJ"]
if mH > 200:
pars.constrainShapes = ["WpJ"]
pars.Njets = Nj
pars.mHiggs = mH
modePars = mu2Pars
if isElectron:
flavorString = "el"
if Nj == 3:
modePars = el3Pars
else:
modePars = el2Pars
else:
flavorString = "mu"
if Nj == 3:
modePars = mu3Pars
else:
modePars = mu2Pars
pars.cuts = "(ggdevt==%i)&&(fit_status==0)&&(W_mt>30)" % Nj
pars.cuts = "(fit_status==0)&&(W_mt>30)"
pars.cuts += "&&(%s>%.3f)" % (modePars[mH][0], modePars[mH][1])
# btag veto
pars.btagVeto = False
for i in range(0, 6):
pars.cuts += (
"&&((abs(JetPFCor_Eta[%i])>2.4)||" % i
+ "(JetPFCor_Pt[%i]<30.)||" % i
+ "(JetPFCor_bDiscriminatorCSV[%i]<0.244))" % i
)
# veto boosted topology
# if mH >= 600:
# pars.cuts += '&&(W_pt<200.)'
# veto vbf
pars.cuts += "&&(vbf_event==0)"
# you need a files entry and a models entry for each of the fit
# compoents in backgrounds and signals
# the files should a list with entries like (filename, Ngen, xsec)
pars.dibosonFiles = [
(pars.MCDirectory + "RD_%s_WW_CMSSW532.root" % (flavorString), 9450414, 57.1097),
(pars.MCDirectory + "RD_%s_WZ_CMSSW532.root" % (flavorString), 10000267, 32.3161),
]
pars.dibosonModels = [modePars[mH][5]["diboson"][0]]
wpj_kfactor = 1.16
pars.WpJFiles = [
# (pars.MCDirectory + 'RD_%s_WpJ_CMSSW532.root' % (flavorString),
# 18353019+50768992, 36257.2),
(pars.MCDirectory + "RD_%s_ZpJ_CMSSW532.root" % (flavorString), 30209426, 3503.71),
# (pars.MCDirectory + 'RD_%s_W1Jets_CMSSW532.root' % (flavorString),
# 19871598, 5400.0*wpj_kfactor),
(pars.MCDirectory + "RD_%s_W2Jets_CMSSW532.root" % (flavorString), 33004921, 1750.0 * wpj_kfactor),
(pars.MCDirectory + "RD_%s_W3Jets_CMSSW532.root" % (flavorString), 15059503, 519.0 * wpj_kfactor),
(pars.MCDirectory + "RD_%s_W4Jets_CMSSW532.root" % (flavorString), 12842803, 214.0 * wpj_kfactor),
]
pars.WpJModels = [modePars[mH][5]["WpJ"][0]]
pars.topFiles = [
(pars.MCDirectory + "RD_%s_TTbar_CMSSW532.root" % (flavorString), 6893735, 225.197),
(pars.MCDirectory + "RD_%s_STopS_Tbar_CMSSW532.root" % (flavorString), 139974, 1.75776),
(pars.MCDirectory + "RD_%s_STopS_T_CMSSW532.root" % (flavorString), 259960, 3.89394),
(pars.MCDirectory + "RD_%s_STopT_Tbar_CMSSW532.root" % (flavorString), 1935066, 30.0042),
(pars.MCDirectory + "RD_%s_STopT_T_CMSSW532.root" % (flavorString), 3758221, 55.531),
(pars.MCDirectory + "RD_%s_STopTW_Tbar_CMSSW532.root" % (flavorString), 493458, 11.1773),
(pars.MCDirectory + "RD_%s_STopTW_T_CMSSW532.root" % (flavorString), 497657, 11.1773),
]
pars.topModels = [modePars[mH][5]["top"][0]]
pars.QCDFracOfData = 0.05
pars.QCDFiles = [
(
pars.QCDDirectory + "RDQCD_WenuJets_Isog0p3NoElMVA_19p2invfb.root",
1,
1,
) # The events come from the data sideband
]
pars.QCDModels = [27]
ngen = HWWSignalShapes.NgenHiggs(mH, "ggH")
pars.ggHFiles = [
(pars.MCDirectory + HWWSignalShapes.makeSignalFilename(mH, "ggH", isElectron), ngen[0], ngen[1] * ngen[2])
]
pars.ggHModels = [modePars[mH][5]["ggH"][0]]
if pars.mHiggs >= 400:
pars.ggHInterference = True
ngen = HWWSignalShapes.NgenHiggs(mH, "qqH")
pars.qqHFiles = [
(pars.MCDirectory + HWWSignalShapes.makeSignalFilename(mH, "qqH", isElectron), ngen[0], ngen[1] * ngen[2])
]
pars.qqHModels = [modePars[mH][5]["qqH"][0]]
pars.dibosonPlotting = {"color": kAzure + 8, "title": "WW+WZ"}
pars.WpJPlotting = {"color": kRed, "title": "V+jets"}
pars.topPlotting = {"color": kGreen + 2, "title": "top"}
pars.ggHPlotting = {"color": kBlue, "title": "H(%i) #rightarrow WW" % mH}
pars.qqHPlotting = {"color": kBlue, "title": "H(%i) #rightarrow WW" % mH, "visible": True}
pars.QCDPlotting = {"color": kGray, "title": "multijet"}
pars.var = ["Mass2j_PFCor", "fit_mlvjj"]
pars.varRanges = {
"Mass2j_PFCor": (12, 50.0, 146.0, []),
"fit_mlvjj": (modePars[mH][4] * 10, modePars[mH][2], modePars[mH][3], []),
}
pars.plotRanges = {
"Mass2j_PFCor": (12, 50.0, 146.0, []),
"fit_mlvjj": (modePars[mH][4], modePars[mH][2], modePars[mH][3], []),
}
pars.varTitles = {"Mass2j_PFCor": "m_{jj}", "fit_mlvjj": "m_{l#nujj}"}
pars.exclude = {"Mass2j_PFCor": (66.0, 66.0 + 32.0)}
pars.doExclude = True
pars.blind = True
pars.binData = False
# pars.binData = True
return customizeElectrons(pars) if isElectron else customizeMuons(pars)
if opts.ParamWpJ < 0:
fitterPars.smoothingOrder = 0
if fitterPars.includeMuons and fitterPars.includeElectrons:
modeString = ''
elif fitterPars.includeMuons:
modeString = 'Muon'
elif fitterPars.includeElectrons:
modeString = 'Electron'
else:
modeString = ''
pars4 = config.the4BodyConfig(fitterPars, mHbasis, opts.syst, opts.alpha)
# fitter4 = RooWjjMjjFitter(pars4)
(halfGen, otherdata) = HWWSignalShapes.NgenHiggs(opts.mH, 'HWW')
SignalHist = HWWSignalShapes.makeHiggsHist(opts.mH, pars4, 'HWW')
SignalHist.Scale(otherdata[1]*otherdata[2]*pars4.intLumi* \
opts.factor/otherdata[0])
print "signal only"
SignalHist.Print()
if opts.debug:
print 'drawing signal histogram...'
SignalHist.Draw()
gPad.Update()
gPad.WaitPrimitive()
basisFilename = 'H%i_%s_%iJets_Fit_Shapes.root' % (mHbasis, modeString,
opts.Nj)
print 'opening', basisFilename
bfile = TFile(basisFilename)
