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Add trijet analysis #11

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20 changes: 20 additions & 0 deletions config/dijet.config
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Original file line number Diff line number Diff line change
Expand Up @@ -84,6 +84,26 @@ combine_pdfs = ['RooDijetBinPdf::CaloDijet20152016_bkg(th1x,p1_CaloDijet20152016
signal_mjj = [453, 489, 526, 565, 606, 649, 693, 740, 788, 838, 890, 944, 1000, 1058, 1118, 1181, 1246, 1313, 1383, 1455, 1530, 1607, 1687, 1770, 1856, 1945, 2037]
signal_th1x = range(0,26+1)

[CaloTrijet2016]
variables = ['mjj[296.,296.,740.]','th1x[0,0,12]']

histoName = 'DijetFilter/dijetMassHisto/dijet_mass'

variables_range = ['mjj_Low[296.,740.]', 'mjj_Blind[296.,740.]', 'mjj_High[296.,740.]'] # NOT blinded window

combine_parameters = ['Ntot_bkg_CaloTrijet2016[1.e+07]', 'p0_CaloTrijet2016[1]', 'p1_CaloTrijet2016[-14]', 'p2_CaloTrijet2016[13]','p3_CaloTrijet2016[1.2]',
'sqrts[13000]','CaloTrijet2016_bkg_norm[1]',
'meff_CaloTrijet2016[-1]','seff_CaloTrijet2016[-1]']

combine_pdfs = ['RooDijetBinPdf::CaloTrijet2016_bkg(th1x,p1_CaloTrijet2016,p2_CaloTrijet2016,p3_CaloTrijet2016,sqrts)',
"EXPR::CaloTrijet2016_bkg_unbin('p0_CaloTrijet2016*(pow(1-mjj/sqrts,p1_CaloTrijet2016)/pow(mjj/sqrts,p2_CaloTrijet2016+p3_CaloTrijet2016*log(mjj/sqrts)))',mjj,p0_CaloTrijet2016,p1_CaloTrijet2016,p2_CaloTrijet2016,p3_CaloTrijet2016,sqrts)",
'SUM::extDijetPdf(Ntot_bkg_CaloTrijet2016*CaloTrijet2016_bkg)']

#signal and plotting binning
#signal_mjj = [1, 3, 6, 10, 16, 23, 31, 40, 50, 61, 74, 88, 103, 119, 137, 156, 176, 197, 220, 244, 270, 296, 325, 354, 386, 419, 453, 489, 526, 565, 606, 649, 693, 740, 788, 838, 890, 944, 1000, 1058, 1118, 1181, 1246, 1313, 1383, 1455, 1530, 1607, 1687, 1770, 1856, 1945, 2037, 2132, 2231, 2332, 2438, 2546, 2659, 2775, 2895, 3019, 3147, 3279, 3416, 3558, 3704, 3854, 4010, 4171, 4337, 4509, 4686, 4869, 5058, 5253, 5455, 5663, 5877, 6099, 6328, 6564, 6808, 7060, 7320, 7589, 7866, 8152, 8447, 8752, 9067, 9391, 9726, 10072, 10430, 10798, 11179, 11571, 11977, 12395, 12827, 13272, 13732, 14000]

signal_mjj = [296, 325, 354, 386, 419, 453, 489, 526, 565, 606, 649, 693, 740]
signal_th1x = range(0,12+1)

[PFDijet2016]
variables = ['mjj[2037.,2037.,7060.]','th1x[0,0,31]']
Expand Down
41 changes: 30 additions & 11 deletions python/BinnedFit.py
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Original file line number Diff line number Diff line change
Expand Up @@ -285,19 +285,16 @@ def calculateChi2AndFillResiduals(data_obs_TGraph_,background_hist_,hist_fit_res
colors = [rt.kBlue+1, rt.kCyan+1, rt.kViolet+1]
styles = [2, 4, 6]

print signalFileNames
print models
print masses
print xsecs



myTH1 = None
for f in args:
if f.lower().endswith('.root'):
rootFile = rt.TFile(f)
names = [k.GetName() for k in rootFile.GetListOfKeys()]
if histoName in names:
myTH1 = rootFile.Get(histoName)
rootFile = rt.TFile.Open(f)
#names = [k.GetName() for k in rootFile.GetListOfKeys()]
obj = rootFile.Get(histoName)
if issubclass(obj.__class__, rt.TH1) or issubclass(obj.__class__, rt.TH1):
myTH1 = obj
if myTH1 is None:
print "give a root file as input"

Expand Down Expand Up @@ -898,13 +895,16 @@ def calculateChi2AndFillResiduals(data_obs_TGraph_,background_hist_,hist_fit_res
if 'PF' in box:
myRebinnedDensityTH1.SetMaximum(20)
myRebinnedDensityTH1.SetMinimum(2e-8)
elif 'Calo' in box:
elif 'CaloDijet' in box:
myRebinnedDensityTH1.SetMaximum(2e3)
if w.var('mjj').getMax() > 2037:
myRebinnedDensityTH1.SetMaximum(20)
myRebinnedDensityTH1.SetMinimum(2e-8)
else:
myRebinnedDensityTH1.SetMinimum(2e-5)
elif 'CaloTrijet' in box:
myRebinnedDensityTH1.SetMaximum(2e3)
myRebinnedDensityTH1.SetMinimum(2e-5)
myRebinnedDensityTH1.Draw("axis")

if options.doTriggerFit or options.doSimultaneousFit or options.doSpectrumFit or options.noFit:
Expand Down Expand Up @@ -1121,7 +1121,7 @@ def calculateChi2AndFillResiduals(data_obs_TGraph_,background_hist_,hist_fit_res
rt.gPad.Modified()
rt.gPad.Update()

if 'Calo' in box:
if 'CaloDijet' in box:
# paper
myRebinnedDensityTH1.GetYaxis().SetTitle('d#sigma/dm_{jj} [pb/TeV]')
# PAS
Expand All @@ -1140,6 +1140,24 @@ def calculateChi2AndFillResiduals(data_obs_TGraph_,background_hist_,hist_fit_res
yLab.DrawLatex(xM, 0.01, "10")
yLab.DrawLatex(xM, 0.001, "1")
yLab.DrawLatex(xM, 0.0001, "10^{#minus1}")
if 'CaloTrijet' in box:
# paper
myRebinnedDensityTH1.GetYaxis().SetTitle('d#sigma/dm_{jj} [pb/TeV]')
myRebinnedDensityTH1.GetYaxis().SetLabelOffset(1)
myRebinnedDensityTH1.GetYaxis().SetLabelOffset(1000)
yLab = rt.TLatex()
yLab.SetTextAlign(32)
yLab.SetTextSize(0.05)
yLab.SetTextFont(42)
xM = 290
yLab.DrawLatex(xM, 1000, "10^{6}")
yLab.DrawLatex(xM, 100, "10^{5}")
yLab.DrawLatex(xM, 10, "10^{4}")
yLab.DrawLatex(xM, 1, "10^{3}")
yLab.DrawLatex(xM, 0.1, "10^{2}")
yLab.DrawLatex(xM, 0.01, "10")
yLab.DrawLatex(xM, 0.001, "1")
yLab.DrawLatex(xM, 0.0001, "10^{#minus1}")


#pad_1.Update()
Expand Down Expand Up @@ -1231,6 +1249,7 @@ def calculateChi2AndFillResiduals(data_obs_TGraph_,background_hist_,hist_fit_res
xLab.SetTextAlign(22)
xLab.SetTextFont(42)
xLab.SetTextSize(2*0.05)
xLab.DrawLatex(400, -4, "0.4")
xLab.DrawLatex(600, -4, "0.6")
xLab.DrawLatex(800, -4, "0.8")
xLab.DrawLatex(1000, -4, "1")
Expand Down
6 changes: 3 additions & 3 deletions python/WriteDataCard.py
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Original file line number Diff line number Diff line change
Expand Up @@ -429,9 +429,9 @@ def applyTurnonGraph(hist,effGraph):
signalFileName = f
else:
rootFile = rt.TFile(f)
names = [k.GetName() for k in rootFile.GetListOfKeys()]
if histoName in names:
myTH1 = rootFile.Get(histoName)
obj = rootFile.Get(histoName)
if issubclass(obj.__class__, rt.TH1) or issubclass(obj.__class__, rt.TH1):
myTH1 = obj
myTH1.Print('v')

w = rt.RooWorkspace("w"+box)
Expand Down