ROOT: rf619_discrete_profiling Namespace Reference

ROOT
Reference Guide

Variables
	addPdf0 = ROOT.RooAddPdf("addPdf0", "multiPdf0 + extra expo", ROOT.RooArgList(multiPdf0, gaussExtra), frac0)
	addPdf1 = ROOT.RooAddPdf("addPdf1", "multiPdf1 + extra gauss", ROOT.RooArgList(multiPdf1, expoExtra), frac1)
	c = ROOT.TCanvas("c_rf619", "NLL vs Mean for Different Discrete Combinations", 1200, 400)
	c0 = ROOT.RooRealVar("c0", "Cheby coeff 0", -1.0, -1.0, 1.0)
	c1 = ROOT.RooRealVar("c1", "Cheby coeff 1", 0.4, 0.05, 0.5)
	catIndex = ROOT.RooCategory("catIndex", "Category")
	cheb = ROOT.RooChebychev("cheb", "Chebyshev PDF", x, chebCoeffs)
	chebCoeffs = ROOT.RooArgList(c0, c1)
list	colors = [ROOT.kRed, ROOT.kBlue, ROOT.kGreen + 2, ROOT.kMagenta, ROOT.kOrange + 7]
	combined_data = ROOT.RooDataSet("data", "combined", ROOT.RooArgSet(x, catIndex))
	combined_vars = ROOT.RooArgSet(x, catIndex)
list	combosToPlot = [[i, j] for i in range(pdfIndex0.numTypes()) for j in range(pdfIndex1.numTypes())]
	data0 = addPdf0.generate(ROOT.RooArgSet(x), 800)
	data1 = addPdf1.generate(ROOT.RooArgSet(x), 1000)
	expo1 = ROOT.RooExponential("expo1", "Exponential 1", x, lambda1)
	expoExtra = ROOT.RooExponential("expoExtra", "extra exponential", x, lambdaExtra)
	frac0 = ROOT.RooRealVar("frac0", "fraction for cat0", 0.7, 0.0, 1.0)
	frac1 = ROOT.RooRealVar("frac1", "fraction for cat1", 0.5, 0.0, 1.0)
	frame0 = x.frame()
	frame1 = x.frame()
	g = ROOT.TGraph(nMeanPoints)
	gauss1 = ROOT.RooGaussian("gauss1", "Gaussian", x, mean, sigmaG)
	gaussExtra = ROOT.RooGaussian("gaussExtra", "extra Gaussian", x, mean, sigmaExtra)
list	graphs = []
	lambda1 = ROOT.RooRealVar("lambda1", "slope1", -0.025, -0.1, -0.02)
	lambdaExtra = ROOT.RooRealVar("lambdaExtra", "extra slope", -0.05, -1.0, -0.01)
	landau1 = ROOT.RooLandau("landau1", "Landau", x, mean, sigmaL)
	leg0 = ROOT.TLegend(0.6, 0.7, 0.9, 0.9)
	leg1 = ROOT.TLegend(0.6, 0.7, 0.9, 0.9)
list	markers = [20, 21, 22, 23, 33]
	mean = ROOT.RooRealVar("mean", "shared mean", 25, 0, 50)
int	meanMax = 33
int	meanMin = 17
int	meanVal = meanMin + i * (meanMax - meanMin) / (nMeanPoints - 1)
	mg = ROOT.TMultiGraph()
	minim = ROOT.RooMinimizer(nll)
	multiPdf0 = ROOT.RooMultiPdf("multiPdf0", "multiPdf0", pdfIndex0, ROOT.RooArgList(expo1, cheb))
	multiPdf1 = ROOT.RooMultiPdf("multiPdf1", "multiPdf1", pdfIndex1, ROOT.RooArgList(gauss1, landau1))
	nll = simPdf.createNLL(combined_data)
int	nMeanPoints = 40
	pdfIndex0 = ROOT.RooCategory("pdfIndex0", "pdf index 0")
	pdfIndex1 = ROOT.RooCategory("pdfIndex1", "pdf index 1")
	profileGraph = ROOT.TGraph(nMeanPoints)
	sigmaExtra = ROOT.RooRealVar("sigmaExtra", "extra Gaussian width", 3.0, 1.0, 6.0)
	sigmaG = ROOT.RooRealVar("sigmaG", "Gaussian width", 2.0, 0.0, 5.0)
	sigmaL = ROOT.RooRealVar("sigmaL", "Landau width", 3.0, 1.0, 8.0)
	simPdf = ROOT.RooSimultaneous("simPdf", "simultaneous model", catIndex)
	x = ROOT.RooRealVar("x", "Observable", 0, 50)

Variable Documentation

◆ addPdf0

rf619_discrete_profiling.addPdf0 = ROOT.RooAddPdf("addPdf0", "multiPdf0 + extra expo", ROOT.RooArgList(multiPdf0, gaussExtra), frac0)

Definition at line 51 of file rf619_discrete_profiling.py.

◆ addPdf1

rf619_discrete_profiling.addPdf1 = ROOT.RooAddPdf("addPdf1", "multiPdf1 + extra gauss", ROOT.RooArgList(multiPdf1, expoExtra), frac1)

Definition at line 54 of file rf619_discrete_profiling.py.

◆ c

rf619_discrete_profiling.c = ROOT.TCanvas("c_rf619", "NLL vs Mean for Different Discrete Combinations", 1200, 400)

Definition at line 170 of file rf619_discrete_profiling.py.

◆ c0

rf619_discrete_profiling.c0 = ROOT.RooRealVar("c0", "Cheby coeff 0", -1.0, -1.0, 1.0)

Definition at line 22 of file rf619_discrete_profiling.py.

◆ c1

rf619_discrete_profiling.c1 = ROOT.RooRealVar("c1", "Cheby coeff 1", 0.4, 0.05, 0.5)

Definition at line 23 of file rf619_discrete_profiling.py.

◆ catIndex

rf619_discrete_profiling.catIndex = ROOT.RooCategory("catIndex", "Category")

Definition at line 55 of file rf619_discrete_profiling.py.

◆ cheb

rf619_discrete_profiling.cheb = ROOT.RooChebychev("cheb", "Chebyshev PDF", x, chebCoeffs)

Definition at line 25 of file rf619_discrete_profiling.py.

◆ chebCoeffs

rf619_discrete_profiling.chebCoeffs = ROOT.RooArgList(c0, c1)

Definition at line 24 of file rf619_discrete_profiling.py.

◆ colors

list rf619_discrete_profiling.colors = [ROOT.kRed, ROOT.kBlue, ROOT.kGreen + 2, ROOT.kMagenta, ROOT.kOrange + 7]

Definition at line 128 of file rf619_discrete_profiling.py.

◆ combined_data

rf619_discrete_profiling.combined_data = ROOT.RooDataSet("data", "combined", ROOT.RooArgSet(x, catIndex))

Definition at line 100 of file rf619_discrete_profiling.py.

◆ combined_vars

rf619_discrete_profiling.combined_vars = ROOT.RooArgSet(x, catIndex)

Definition at line 102 of file rf619_discrete_profiling.py.

◆ combosToPlot

list rf619_discrete_profiling.combosToPlot = [[i, j] for i in range(pdfIndex0.numTypes()) for j in range(pdfIndex1.numTypes())]

Definition at line 126 of file rf619_discrete_profiling.py.

◆ data0

rf619_discrete_profiling.data0 = addPdf0.generate(ROOT.RooArgSet(x), 800)

Definition at line 64 of file rf619_discrete_profiling.py.

◆ data1

rf619_discrete_profiling.data1 = addPdf1.generate(ROOT.RooArgSet(x), 1000)

Definition at line 65 of file rf619_discrete_profiling.py.

◆ expo1

rf619_discrete_profiling.expo1 = ROOT.RooExponential("expo1", "Exponential 1", x, lambda1)

Definition at line 20 of file rf619_discrete_profiling.py.

◆ expoExtra

rf619_discrete_profiling.expoExtra = ROOT.RooExponential("expoExtra", "extra exponential", x, lambdaExtra)

Definition at line 32 of file rf619_discrete_profiling.py.

◆ frac0

rf619_discrete_profiling.frac0 = ROOT.RooRealVar("frac0", "fraction for cat0", 0.7, 0.0, 1.0)

Definition at line 50 of file rf619_discrete_profiling.py.

◆ frac1

rf619_discrete_profiling.frac1 = ROOT.RooRealVar("frac1", "fraction for cat1", 0.5, 0.0, 1.0)

Definition at line 53 of file rf619_discrete_profiling.py.

◆ frame0

rf619_discrete_profiling.frame0 = x.frame()

Definition at line 68 of file rf619_discrete_profiling.py.

◆ frame1

rf619_discrete_profiling.frame1 = x.frame()

Definition at line 84 of file rf619_discrete_profiling.py.

◆ g

rf619_discrete_profiling.g = ROOT.TGraph(nMeanPoints)

Definition at line 133 of file rf619_discrete_profiling.py.

◆ gauss1

rf619_discrete_profiling.gauss1 = ROOT.RooGaussian("gauss1", "Gaussian", x, mean, sigmaG)

Definition at line 39 of file rf619_discrete_profiling.py.

◆ gaussExtra

rf619_discrete_profiling.gaussExtra = ROOT.RooGaussian("gaussExtra", "extra Gaussian", x, mean, sigmaExtra)

Definition at line 47 of file rf619_discrete_profiling.py.

◆ graphs

list rf619_discrete_profiling.graphs = []

Definition at line 131 of file rf619_discrete_profiling.py.

◆ lambda1

rf619_discrete_profiling.lambda1 = ROOT.RooRealVar("lambda1", "slope1", -0.025, -0.1, -0.02)

Definition at line 19 of file rf619_discrete_profiling.py.

◆ lambdaExtra

rf619_discrete_profiling.lambdaExtra = ROOT.RooRealVar("lambdaExtra", "extra slope", -0.05, -1.0, -0.01)

Definition at line 31 of file rf619_discrete_profiling.py.

◆ landau1

rf619_discrete_profiling.landau1 = ROOT.RooLandau("landau1", "Landau", x, mean, sigmaL)

Definition at line 40 of file rf619_discrete_profiling.py.

◆ leg0

rf619_discrete_profiling.leg0 = ROOT.TLegend(0.6, 0.7, 0.9, 0.9)

Definition at line 78 of file rf619_discrete_profiling.py.

◆ leg1

rf619_discrete_profiling.leg1 = ROOT.TLegend(0.6, 0.7, 0.9, 0.9)

Definition at line 94 of file rf619_discrete_profiling.py.

◆ markers

list rf619_discrete_profiling.markers = [20, 21, 22, 23, 33]

Definition at line 129 of file rf619_discrete_profiling.py.

◆ mean

rf619_discrete_profiling.mean = ROOT.RooRealVar("mean", "shared mean", 25, 0, 50)

Definition at line 35 of file rf619_discrete_profiling.py.

◆ meanMax

int rf619_discrete_profiling.meanMax = 33

Definition at line 124 of file rf619_discrete_profiling.py.

◆ meanMin

int rf619_discrete_profiling.meanMin = 17

Definition at line 123 of file rf619_discrete_profiling.py.

◆ meanVal

int rf619_discrete_profiling.meanVal = meanMin + i * (meanMax - meanMin) / (nMeanPoints - 1)

Definition at line 150 of file rf619_discrete_profiling.py.

◆ mg

rf619_discrete_profiling.mg = ROOT.TMultiGraph()

Definition at line 187 of file rf619_discrete_profiling.py.

◆ minim

rf619_discrete_profiling.minim = ROOT.RooMinimizer(nll)

Definition at line 116 of file rf619_discrete_profiling.py.

◆ multiPdf0

rf619_discrete_profiling.multiPdf0 = ROOT.RooMultiPdf("multiPdf0", "multiPdf0", pdfIndex0, ROOT.RooArgList(expo1, cheb))

Definition at line 28 of file rf619_discrete_profiling.py.

◆ multiPdf1

rf619_discrete_profiling.multiPdf1 = ROOT.RooMultiPdf("multiPdf1", "multiPdf1", pdfIndex1, ROOT.RooArgList(gauss1, landau1))

Definition at line 43 of file rf619_discrete_profiling.py.

◆ nll

rf619_discrete_profiling.nll = simPdf.createNLL(combined_data)

Definition at line 115 of file rf619_discrete_profiling.py.

◆ nMeanPoints

int rf619_discrete_profiling.nMeanPoints = 40

Definition at line 122 of file rf619_discrete_profiling.py.

◆ pdfIndex0

rf619_discrete_profiling.pdfIndex0 = ROOT.RooCategory("pdfIndex0", "pdf index 0")

Definition at line 27 of file rf619_discrete_profiling.py.

◆ pdfIndex1

rf619_discrete_profiling.pdfIndex1 = ROOT.RooCategory("pdfIndex1", "pdf index 1")

Definition at line 42 of file rf619_discrete_profiling.py.

◆ profileGraph

rf619_discrete_profiling.profileGraph = ROOT.TGraph(nMeanPoints)

Definition at line 140 of file rf619_discrete_profiling.py.

◆ sigmaExtra

rf619_discrete_profiling.sigmaExtra = ROOT.RooRealVar("sigmaExtra", "extra Gaussian width", 3.0, 1.0, 6.0)

Definition at line 46 of file rf619_discrete_profiling.py.

◆ sigmaG

rf619_discrete_profiling.sigmaG = ROOT.RooRealVar("sigmaG", "Gaussian width", 2.0, 0.0, 5.0)

Definition at line 36 of file rf619_discrete_profiling.py.

◆ sigmaL

rf619_discrete_profiling.sigmaL = ROOT.RooRealVar("sigmaL", "Landau width", 3.0, 1.0, 8.0)

Definition at line 37 of file rf619_discrete_profiling.py.

◆ simPdf

rf619_discrete_profiling.simPdf = ROOT.RooSimultaneous("simPdf", "simultaneous model", catIndex)

Definition at line 59 of file rf619_discrete_profiling.py.

◆ x

rf619_discrete_profiling.x = ROOT.RooRealVar("x", "Observable", 0, 50)

Definition at line 16 of file rf619_discrete_profiling.py.

rf619_discrete_profiling
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