Functions
	draw (i, frame)

Variables
	a0 = ROOT.RooRealVar("a0", "a0", -0.1, -1, 1)
	a0_ctl = ROOT.RooRealVar("a0_ctl", "a0_ctl", -0.1, -1, 1)
	a1 = ROOT.RooRealVar("a1", "a1", 0.004, -1, 1)
	a1_ctl = ROOT.RooRealVar("a1_ctl", "a1_ctl", 0.5, -0.1, 1)
	c = ROOT.TCanvas("rf501_simultaneouspdf", "rf501_simultaneouspdf", 1200, 400)
	combData
	Components
	data = model.generate({x}, 1000)
	data_ctl = model_ctl.generate({x}, 2000)
	f = ROOT.RooRealVar("f", "f", 0.2, 0.0, 1.0)
	f_ctl = ROOT.RooRealVar("f_ctl", "f_ctl", 0.5, 0.0, 1.0)
	fitResult = simPdf.fitTo(combData, PrintLevel=-1, Save=True)
	frame1 = x.frame(Title="Physics sample")
	frame2 = x.frame(Title="Control sample")
	frame3 = x.frame(Title="Both samples")
	gx = ROOT.RooGaussian("gx", "gx", x, mean, sigma)
	gx_ctl = ROOT.RooGaussian("gx_ctl", "gx_ctl", x, mean_ctl, sigma)
	LineStyle
	mean = ROOT.RooRealVar("mean", "mean", 0, -8, 8)
	mean_ctl = ROOT.RooRealVar("mean_ctl", "mean_ctl", -3, -8, 8)
	model = ROOT.RooAddPdf("model", "model", [gx, px], [f])
	model_ctl = ROOT.RooAddPdf("model_ctl", "model_ctl", [gx_ctl, px_ctl], [f_ctl])
	ProjWData
	px = ROOT.RooChebychev("px", "px", x, [a0, a1])
	px_ctl = ROOT.RooChebychev("px_ctl", "px_ctl", x, [a0_ctl, a1_ctl])
	sample = ROOT.RooCategory("sample", "sample")
	sigma = ROOT.RooRealVar("sigma", "sigma", 0.3, 0.1, 10)
	simPdf = ROOT.RooSimultaneous("simPdf", "simultaneous pdf", {"physics": model, "control": model_ctl}, sample)
	slicedData1 = combData.reduce(Cut="sample==sample::physics")
	slicedData2 = combData.reduce(Cut="sample==sample::control")
	x = ROOT.RooRealVar("x", "x", -8, 8)

Function Documentation

◆ draw()

rf501_simultaneouspdf.draw	(		i,
			frame )

Definition at line 132 of file rf501_simultaneouspdf.py.

Variable Documentation

◆ a0

rf501_simultaneouspdf.a0 = ROOT.RooRealVar("a0", "a0", -0.1, -1, 1)

Definition at line 28 of file rf501_simultaneouspdf.py.

◆ a0_ctl

rf501_simultaneouspdf.a0_ctl = ROOT.RooRealVar("a0_ctl", "a0_ctl", -0.1, -1, 1)

Definition at line 45 of file rf501_simultaneouspdf.py.

◆ a1

rf501_simultaneouspdf.a1 = ROOT.RooRealVar("a1", "a1", 0.004, -1, 1)

Definition at line 29 of file rf501_simultaneouspdf.py.

◆ a1_ctl

rf501_simultaneouspdf.a1_ctl = ROOT.RooRealVar("a1_ctl", "a1_ctl", 0.5, -0.1, 1)

Definition at line 46 of file rf501_simultaneouspdf.py.

◆ c

rf501_simultaneouspdf.c = ROOT.TCanvas("rf501_simultaneouspdf", "rf501_simultaneouspdf", 1200, 400)

Definition at line 128 of file rf501_simultaneouspdf.py.

◆ combData

rf501_simultaneouspdf.combData

Initial value:

=  ROOT.RooDataSet(
    "combData",
    "combined data",
    {x},
    Index=sample,
    Import={"physics": data, "control": data_ctl},
)

Definition at line 69 of file rf501_simultaneouspdf.py.

◆ Components

rf501_simultaneouspdf.Components

Definition at line 103 of file rf501_simultaneouspdf.py.

◆ data

rf501_simultaneouspdf.data = model.generate({x}, 1000)

Definition at line 57 of file rf501_simultaneouspdf.py.

◆ data_ctl

rf501_simultaneouspdf.data_ctl = model_ctl.generate({x}, 2000)

Definition at line 58 of file rf501_simultaneouspdf.py.

◆ f

rf501_simultaneouspdf.f = ROOT.RooRealVar("f", "f", 0.2, 0.0, 1.0)

Definition at line 33 of file rf501_simultaneouspdf.py.

◆ f_ctl

rf501_simultaneouspdf.f_ctl = ROOT.RooRealVar("f_ctl", "f_ctl", 0.5, 0.0, 1.0)

Definition at line 50 of file rf501_simultaneouspdf.py.

◆ fitResult

rf501_simultaneouspdf.fitResult = simPdf.fitTo(combData, PrintLevel=-1, Save=True)

Definition at line 88 of file rf501_simultaneouspdf.py.

◆ frame1

rf501_simultaneouspdf.frame1 = x.frame(Title="Physics sample")

Definition at line 95 of file rf501_simultaneouspdf.py.

◆ frame2

rf501_simultaneouspdf.frame2 = x.frame(Title="Control sample")

Definition at line 115 of file rf501_simultaneouspdf.py.

◆ frame3

rf501_simultaneouspdf.frame3 = x.frame(Title="Both samples")

Definition at line 123 of file rf501_simultaneouspdf.py.

◆ gx

rf501_simultaneouspdf.gx = ROOT.RooGaussian("gx", "gx", x, mean, sigma)

Definition at line 25 of file rf501_simultaneouspdf.py.

◆ gx_ctl

rf501_simultaneouspdf.gx_ctl = ROOT.RooGaussian("gx_ctl", "gx_ctl", x, mean_ctl, sigma)

Definition at line 42 of file rf501_simultaneouspdf.py.

◆ LineStyle

rf501_simultaneouspdf.LineStyle

Definition at line 103 of file rf501_simultaneouspdf.py.

◆ mean

rf501_simultaneouspdf.mean = ROOT.RooRealVar("mean", "mean", 0, -8, 8)

Definition at line 23 of file rf501_simultaneouspdf.py.

◆ mean_ctl

rf501_simultaneouspdf.mean_ctl = ROOT.RooRealVar("mean_ctl", "mean_ctl", -3, -8, 8)

Definition at line 41 of file rf501_simultaneouspdf.py.

◆ model

rf501_simultaneouspdf.model = ROOT.RooAddPdf("model", "model", [gx, px], [f])

Definition at line 34 of file rf501_simultaneouspdf.py.

◆ model_ctl

rf501_simultaneouspdf.model_ctl = ROOT.RooAddPdf("model_ctl", "model_ctl", [gx_ctl, px_ctl], [f_ctl])

Definition at line 51 of file rf501_simultaneouspdf.py.

◆ ProjWData

rf501_simultaneouspdf.ProjWData

Definition at line 118 of file rf501_simultaneouspdf.py.

◆ px

rf501_simultaneouspdf.px = ROOT.RooChebychev("px", "px", x, [a0, a1])

Definition at line 30 of file rf501_simultaneouspdf.py.

◆ px_ctl

rf501_simultaneouspdf.px_ctl = ROOT.RooChebychev("px_ctl", "px_ctl", x, [a0_ctl, a1_ctl])

Definition at line 47 of file rf501_simultaneouspdf.py.

◆ sample

rf501_simultaneouspdf.sample = ROOT.RooCategory("sample", "sample")

Definition at line 64 of file rf501_simultaneouspdf.py.

◆ sigma

rf501_simultaneouspdf.sigma = ROOT.RooRealVar("sigma", "sigma", 0.3, 0.1, 10)

Definition at line 24 of file rf501_simultaneouspdf.py.

◆ simPdf

rf501_simultaneouspdf.simPdf = ROOT.RooSimultaneous("simPdf", "simultaneous pdf", {"physics": model, "control": model_ctl}, sample)

Definition at line 82 of file rf501_simultaneouspdf.py.

◆ slicedData1

rf501_simultaneouspdf.slicedData1 = combData.reduce(Cut="sample==sample::physics")

Definition at line 98 of file rf501_simultaneouspdf.py.

◆ slicedData2

rf501_simultaneouspdf.slicedData2 = combData.reduce(Cut="sample==sample::control")

Definition at line 116 of file rf501_simultaneouspdf.py.

◆ x

rf501_simultaneouspdf.x = ROOT.RooRealVar("x", "x", -8, 8)

Definition at line 20 of file rf501_simultaneouspdf.py.

Functions

Variables