> > |
76X - All reweighting
Sample |
A (0.2<R<0.4, <2 tag) |
B (R>0.4, <2 tag) |
C (0.2<R<0.4, 2 tag) |
D = B*C/A pred. |
D (R>0.4, 2 tag) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTPowheg |
22.45 +- 0.50 |
1.72 +- 0.14 |
5.94 +- 0.25 |
0.46 +- 0.04 |
0.22 +- 0.05 |
2.04 +- 0.47 |
3.65 |
0.00 |
WJets |
7.02 +- 0.30 |
2.02 +- 0.16 |
0.76 +- 0.10 |
0.22 +- 0.04 |
0.07 +- 0.03 |
3.35 +- 1.59 |
3.36 |
0.56 |
TTX |
1.03 +- 0.11 |
0.28 +- 0.05 |
0.45 +- 0.07 |
0.12 +- 0.03 |
0.09 +- 0.03 |
1.36 +- 0.54 |
0.79 |
0.92 |
ZJets |
1.86 +- 0.16 |
1.33 +- 0.13 |
0.15 +- 0.04 |
0.10 +- 0.03 |
0.14 +- 0.04 |
0.73 +- 0.31 |
-0.72 |
0.72 |
Top |
1.67 +- 0.36 |
0.18 +- 0.11 |
0.46 +- 0.20 |
0.05 +- 0.04 |
0.00 +- 0.00 |
inf +- -nan |
1.30 |
0.43 |
Diboson |
0.33 +- 0.12 |
0.15 +- 0.05 |
0.03 +- 0.06 |
0.02 +- 0.03 |
0.03 +- 0.02 |
0.51 +- 1.06 |
-0.41 |
0.99 |
DYJetsToLL |
0.44 +- 0.05 |
0.05 +- 0.02 |
0.06 +- 0.02 |
0.01 +- 0.00 |
0.01 +- 0.01 |
1.21 +- 1.34 |
0.18 |
0.80 |
QCD |
65.19 +- 5.05 |
0.08 +- 0.06 |
4.41 +- 1.30 |
0.01 +- 0.00 |
0.00 +- 0.00 |
inf +- -nan |
1.19 |
1.00 |
Sum Bkg. |
100.01 +- 5.10 |
5.83 +- 0.29 |
12.27 +- 1.35 |
0.98 +- 0.01 |
0.56 +- 0.08 |
1.76 +- 0.25 |
5.44 |
- |
All Bkg. |
34.82 +- 0.72 |
5.74 +- 0.28 |
7.86 +- 0.35 |
1.30 +- 0.09 |
0.56 +- 0.08 |
2.33 +- 0.36 |
6.21 |
0.00 |
T1tttt |
0.76 +- 0.02 |
1.01 +- 0.02 |
0.62 +- 0.01 |
0.83 +- 0.03 |
0.86 +- 0.02 |
0.97 +- 0.04 |
-0.79 |
0.99 |
76X - no pt reweighting
Sample |
A (0.2<R<0.4, <2 tag) |
B (R>0.4, <2 tag) |
C (0.2<R<0.4, 2 tag) |
D = B*C/A pred. |
D (R>0.4, 2 tag) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsMGHT |
12.71 +- 0.26 |
1.14 +- 0.03 |
3.20 +- 0.06 |
0.29 +- 0.01 |
0.21 +- 0.01 |
1.39 +- 0.11 |
4.54 |
0.00 |
WJets |
6.34 +- 0.28 |
1.82 +- 0.15 |
0.72 +- 0.09 |
0.21 +- 0.03 |
0.07 +- 0.03 |
2.98 +- 1.31 |
3.13 |
0.63 |
ZJets |
1.66 +- 0.14 |
1.25 +- 0.12 |
0.13 +- 0.04 |
0.10 +- 0.03 |
0.13 +- 0.04 |
0.76 +- 0.33 |
-0.62 |
0.72 |
Top |
1.67 +- 0.35 |
0.16 +- 0.10 |
0.44 +- 0.18 |
0.04 +- 0.03 |
0.00 +- 0.00 |
inf +- -nan |
1.32 |
0.49 |
TTX |
0.92 +- 0.10 |
0.25 +- 0.04 |
0.38 +- 0.06 |
0.10 +- 0.03 |
0.09 +- 0.03 |
1.13 +- 0.43 |
0.33 |
0.81 |
QCD |
78.48 +- 6.05 |
0.17 +- 0.09 |
5.88 +- 1.56 |
0.01 +- 0.01 |
0.00 +- 0.00 |
inf +- -nan |
1.59 |
1.00 |
Diboson |
0.28 +- 0.11 |
0.14 +- 0.04 |
0.03 +- 0.06 |
0.01 +- 0.03 |
0.03 +- 0.02 |
0.53 +- 1.29 |
-0.34 |
0.99 |
Sum Bkg. |
102.06 +- 6.07 |
4.93 +- 0.24 |
10.77 +- 1.58 |
0.76 +- 0.00 |
0.52 +- 0.06 |
1.46 +- 0.16 |
4.15 |
- |
All Bkg. |
102.06 +- 6.07 |
4.93 +- 0.24 |
10.77 +- 1.58 |
0.52 +- 0.09 |
0.52 +- 0.06 |
1.00 +- 0.20 |
0.00 |
1.00 |
T5tttt |
1682.95 +- 38.09 |
2345.72 +- 45.22 |
1587.65 +- 36.79 |
2212.89 +- 83.41 |
2098.93 +- 42.08 |
1.05 +- 0.05 |
1.22 |
0.10 |
1) Increase to 4 fb^-1
AK8 - R
Sample |
A (0.2<R<0.4, <2 top) |
B (R>0.4, <2 top) |
C (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
40.28 +- 0.26 |
3.35 +- 0.07 |
19.99 +- 0.18 |
1.66 +- 0.04 |
1.31 +- 0.05 |
1.27 +- 0.05 |
5.70 |
0.00 |
WJets |
19.40 +- 0.64 |
4.58 +- 0.30 |
4.52 +- 0.31 |
1.07 +- 0.11 |
0.94 +- 0.13 |
1.13 +- 0.20 |
0.72 |
0.97 |
ZJetsToNuNu |
4.20 +- 0.29 |
2.75 +- 0.24 |
0.86 +- 0.13 |
0.56 +- 0.11 |
0.59 +- 0.11 |
0.95 +- 0.25 |
-0.20 |
0.40 |
SingleTop |
4.84 +- 0.80 |
1.14 +- 0.40 |
1.75 +- 0.48 |
0.41 +- 0.20 |
0.29 +- 0.20 |
1.44 +- 1.23 |
0.45 |
0.74 |
TTV |
0.57 +- 0.07 |
0.15 +- 0.03 |
0.43 +- 0.06 |
0.11 +- 0.03 |
0.10 +- 0.03 |
1.12 +- 0.40 |
0.33 |
0.50 |
QCD |
571.80 +- 20.88 |
4.20 +- 1.54 |
109.27 +- 8.96 |
0.80 +- 0.30 |
0.23 +- 0.15 |
3.49 +- 2.58 |
1.71 |
0.76 |
Diboson |
0.49 +- 0.13 |
0.07 +- 0.02 |
0.09 +- 0.02 |
0.01 +- 0.01 |
0.03 +- 0.01 |
0.53 +- 0.30 |
-1.03 |
0.25 |
Sum Bkg. |
641.59 +- 20.91 |
16.24 +- 1.64 |
136.90 +- 8.98 |
4.63 +- 0.16 |
3.48 +- 0.31 |
1.33 +- 0.13 |
3.32 |
- |
All Bkg. |
641.59 +- 20.91 |
16.24 +- 1.64 |
136.90 +- 8.98 |
3.47 +- 0.43 |
3.48 +- 0.31 |
1.00 +- 0.15 |
-0.03 |
0.32 |
T5ttttDeg _mGo1000_4bodydec |
7.74 +- 0.46 |
18.09 +- 0.71 |
8.55 +- 0.49 |
19.96 +- 1.82 |
18.92 +- 0.72 |
1.06 +- 0.10 |
0.53 |
0.34 |
2) Correctly weight NLO Events
-> Has to do, OK!
Sample |
A (0.2<R<0.4, <2 top) |
B (R>0.4, <2 top) |
C (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
40.28 +- 0.26 |
3.35 +- 0.07 |
19.99 +- 0.18 |
1.66 +- 0.04 |
1.31 +- 0.05 |
1.27 +- 0.05 |
5.70 |
0.00 |
WJets |
19.40 +- 0.64 |
4.58 +- 0.30 |
4.52 +- 0.31 |
1.07 +- 0.11 |
0.94 +- 0.13 |
1.13 +- 0.20 |
0.72 |
0.97 |
ZJetsToNuNu |
4.20 +- 0.29 |
2.75 +- 0.24 |
0.86 +- 0.13 |
0.56 +- 0.11 |
0.59 +- 0.11 |
0.95 +- 0.25 |
-0.20 |
0.40 |
SingleTop |
4.86 +- 0.80 |
1.14 +- 0.40 |
1.75 +- 0.48 |
0.41 +- 0.20 |
0.29 +- 0.20 |
1.44 +- 1.23 |
0.44 |
0.73 |
TTV |
1.17 +- 0.14 |
0.32 +- 0.06 |
0.88 +- 0.12 |
0.24 +- 0.06 |
0.21 +- 0.05 |
1.14 +- 0.41 |
0.37 |
0.50 |
QCD |
571.80 +- 20.88 |
4.20 +- 1.54 |
109.27 +- 8.96 |
0.80 +- 0.30 |
0.23 +- 0.15 |
3.49 +- 2.58 |
1.71 |
0.76 |
Diboson |
0.64 +- 0.14 |
0.13 +- 0.03 |
0.24 +- 0.09 |
0.05 +- 0.02 |
0.04 +- 0.01 |
1.26 +- 0.78 |
0.36 |
0.13 |
Sum Bkg. |
642.35 +- 20.91 |
16.46 +- 1.64 |
137.50 +- 8.99 |
4.79 +- 0.16 |
3.60 +- 0.31 |
1.33 +- 0.12 |
3.38 |
- |
All Bkg. |
642.35 +- 20.91 |
16.46 +- 1.64 |
137.50 +- 8.99 |
3.52 +- 0.43 |
3.60 +- 0.31 |
0.98 +- 0.15 |
-0.15 |
0.31 |
T5ttttDeg _mGo1000_4bodydec |
7.74 +- 0.46 |
18.09 +- 0.71 |
8.55 +- 0.49 |
19.96 +- 1.82 |
18.92 +- 0.72 |
1.06 +- 0.10 |
0.53 |
0.26 |
3) Only use two Highest pt jets for Delta-phi and pre-tags
-> Much better!
Reduced R-DPhi correlation
AK8 - R
Sample |
A (0.2<R<0.4, <2 top) |
B (R>0.4, <2 top) |
C (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
30.98 +- 0.23 |
2.91 +- 0.07 |
13.49 +- 0.15 |
1.27 +- 0.04 |
1.02 +- 0.04 |
1.25 +- 0.06 |
4.59 |
0.00 |
WJets |
16.12 +- 0.57 |
4.27 +- 0.29 |
3.45 +- 0.26 |
0.92 +- 0.10 |
0.85 +- 0.13 |
1.08 +- 0.20 |
0.43 |
1.00 |
ZJetsToNuNu |
3.58 +- 0.27 |
2.63 +- 0.23 |
0.73 +- 0.12 |
0.54 +- 0.11 |
0.57 +- 0.11 |
0.94 +- 0.26 |
-0.21 |
0.70 |
SingleTop |
3.25 +- 0.65 |
0.86 +- 0.35 |
1.12 +- 0.39 |
0.30 +- 0.17 |
0.29 +- 0.20 |
1.04 +- 0.94 |
0.04 |
0.44 |
TTV |
0.95 +- 0.12 |
0.29 +- 0.05 |
0.71 +- 0.11 |
0.22 +- 0.06 |
0.21 +- 0.05 |
1.04 +- 0.38 |
0.12 |
0.57 |
QCD |
489.47 +- 20.35 |
3.34 +- 1.51 |
86.04 +- 8.49 |
0.59 +- 0.27 |
0.23 +- 0.15 |
2.55 +- 2.01 |
1.15 |
0.97 |
Diboson |
0.47 +- 0.10 |
0.12 +- 0.03 |
0.20 +- 0.09 |
0.05 +- 0.03 |
0.03 +- 0.01 |
1.53 +- 1.07 |
0.55 |
0.24 |
Sum Bkg. |
544.82 +- 20.37 |
14.41 +- 1.60 |
105.74 +- 8.51 |
3.87 +- 0.13 |
3.19 +- 0.31 |
1.21 +- 0.12 |
2.04 |
- |
All Bkg. |
544.82 +- 20.37 |
14.41 +- 1.60 |
105.74 +- 8.51 |
2.80 +- 0.40 |
3.19 +- 0.31 |
0.88 +- 0.15 |
-0.78 |
0.78 |
T5ttttDeg _mGo1000_4bodydec |
6.61 +- 0.43 |
17.40 +- 0.69 |
7.33 +- 0.45 |
19.29 +- 1.88 |
18.17 +- 0.71 |
1.06 +- 0.11 |
0.56 |
0.22 |
4) Compare AK8-R with AK4 and TT-R
TT-R: Less correlation, but more background
AK4-R: Somewhere between AK8 and TT
-> Should probably stay with AK8-R
TT-R
Sample |
A (0.2<R<0.4, <2 top) |
B (R>0.4, <2 top) |
C (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
41.36 +- 0.26 |
4.35 +- 0.08 |
18.85 +- 0.18 |
1.98 +- 0.04 |
1.71 +- 0.05 |
1.16 +- 0.04 |
3.88 |
0.00 |
WJets |
18.47 +- 0.61 |
5.22 +- 0.32 |
3.96 +- 0.28 |
1.12 +- 0.11 |
1.05 +- 0.14 |
1.07 +- 0.18 |
0.39 |
0.99 |
ZJetsToNuNu |
3.87 +- 0.28 |
2.87 +- 0.24 |
0.79 +- 0.13 |
0.59 +- 0.11 |
0.63 +- 0.11 |
0.93 +- 0.25 |
-0.26 |
0.87 |
SingleTop |
4.21 +- 0.75 |
1.08 +- 0.38 |
1.12 +- 0.39 |
0.29 +- 0.15 |
0.43 +- 0.25 |
0.67 +- 0.52 |
-0.49 |
0.07 |
TTV |
1.14 +- 0.14 |
0.32 +- 0.06 |
0.93 +- 0.12 |
0.26 +- 0.07 |
0.22 +- 0.05 |
1.15 +- 0.41 |
0.38 |
0.85 |
QCD |
803.93 +- 24.82 |
10.16 +- 2.50 |
153.38 +- 10.95 |
1.94 +- 0.50 |
1.67 +- 0.90 |
1.16 +- 0.69 |
0.26 |
1.00 |
Diboson |
0.67 +- 0.16 |
0.16 +- 0.04 |
0.30 +- 0.13 |
0.07 +- 0.04 |
0.04 +- 0.01 |
2.02 +- 1.34 |
0.87 |
0.34 |
Sum Bkg. |
873.66 +- 24.84 |
24.15 +- 2.56 |
179.32 +- 10.97 |
6.24 +- 0.31 |
5.75 +- 0.96 |
1.09 +- 0.19 |
0.49 |
- |
All Bkg. |
873.66 +- 24.84 |
24.15 +- 2.56 |
179.32 +- 10.97 |
4.96 +- 0.62 |
5.75 +- 0.96 |
0.86 +- 0.18 |
-0.69 |
0.98 |
T5ttttDeg _mGo1000_4bodydec |
5.39 +- 0.39 |
18.95 +- 0.72 |
6.44 +- 0.42 |
22.64 +- 2.36 |
19.44 +- 0.73 |
1.16 +- 0.13 |
1.29 |
0.14 |
5) Test TT-bar behavior
AK8
Sample |
A (0.2<R<0.4, <2 top) |
B (R>0.4, <2 top) |
C (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
30.98 +- 0.23 |
2.91 +- 0.07 |
13.49 +- 0.15 |
1.27 +- 0.04 |
1.02 +- 0.04 |
1.25 +- 0.06 |
4.59 |
0.00 |
TTHerwig |
52.31 +- 5.12 |
3.31 +- 1.38 |
42.39 +- 4.41 |
2.68 +- 1.18 |
2.10 +- 1.08 |
1.27 +- 0.86 |
0.36 |
0.99 |
TTPowhegPythia6 |
36.67 +- 2.57 |
2.34 +- 0.65 |
20.13 +- 1.90 |
1.28 +- 0.39 |
1.08 +- 0.44 |
1.19 +- 0.60 |
0.35 |
0.76 |
TTPowhegPythia8 |
57.51 +- 3.10 |
5.68 +- 0.97 |
30.60 +- 2.26 |
3.02 +- 0.59 |
1.50 +- 0.50 |
2.01 +- 0.78 |
1.97 |
0.47 |
TTJetsNLO |
56.58 +- 7.26 |
0.00 +- 2.07 |
33.57 +- 5.46 |
0.00 +- 1.23 |
1.41 +- 1.29 |
0.00 +- 0.87 |
-0.79 |
0.96 |
TTNLO |
44.94 +- 9.40 |
5.39 +- 2.62 |
51.77 +- 7.10 |
6.21 +- 3.39 |
2.16 +- 1.69 |
2.88 +- 2.75 |
1.07 |
0.72 |
Sum Bkg. |
278.99 +- 13.55 |
19.63 +- 3.80 |
191.95 +- 10.41 |
14.47 +- 14.91 |
9.27 +- 2.47 |
1.56 +- 1.66 |
0.34 |
- |
All Bkg. |
278.99 +- 13.55 |
19.63 +- 3.80 |
191.95 +- 10.41 |
13.51 +- 2.79 |
9.27 +- 2.47 |
1.46 +- 0.49 |
1.14 |
0.40 |
TT
Sample |
A (0.2<R<0.4, <2 top) |
B (R>0.4, <2 top) |
C (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
41.36 +- 0.26 |
4.35 +- 0.08 |
18.85 +- 0.18 |
1.98 +- 0.04 |
1.71 +- 0.05 |
1.16 +- 0.04 |
3.88 |
0.00 |
TTHerwig |
72.75 +- 6.09 |
4.21 +- 1.59 |
54.41 +- 5.32 |
3.15 +- 1.26 |
3.91 +- 1.31 |
0.81 +- 0.42 |
-0.42 |
0.88 |
TTPowhegPythia6 |
49.43 +- 2.98 |
4.49 +- 0.90 |
29.12 +- 2.29 |
2.65 +- 0.59 |
1.62 +- 0.54 |
1.64 +- 0.66 |
1.29 |
0.72 |
TTPowhegPythia8 |
71.39 +- 3.45 |
7.69 +- 1.13 |
39.62 +- 2.57 |
4.27 +- 0.72 |
2.68 +- 0.67 |
1.60 +- 0.48 |
1.62 |
0.61 |
TTJetsNLO |
79.36 +- 8.33 |
1.64 +- 2.45 |
41.32 +- 6.31 |
0.86 +- 1.29 |
2.82 +- 1.59 |
0.30 +- 0.49 |
-0.96 |
1.00 |
TTNLO |
61.84 +- 10.74 |
7.55 +- 3.07 |
62.92 +- 8.14 |
7.68 +- 3.54 |
5.75 +- 2.03 |
1.34 +- 0.78 |
0.47 |
0.57 |
Sum Bkg. |
376.13 +- 15.58 |
29.94 +- 4.48 |
246.24 +- 12.09 |
20.58 +- 16.64 |
18.48 +- 3.02 |
1.11 +- 0.92 |
0.12 |
- |
All Bkg. |
376.13 +- 15.58 |
29.94 +- 4.48 |
246.24 +- 12.09 |
19.60 +- 3.19 |
18.48 +- 3.02 |
1.06 +- 0.24 |
0.25 |
0.27 |
Elog 250
1) Use AK4 jets for R, a'la Razor recipe
Used Old JEC MC samples
This doesn't seem to work. The smaller cone size jets collect better all the hadronic activity, but the signal to background discrimination becomes worse. I think the reason might be that the larger cone size jet algorithm finds better the merged top jets, while AK4 fragments them. I tried tuning the cuts fo AK4 jet R, but for the same amount of background I got less singal events.
(I will also do a tt-pair R vs AK8 R comparison which might be useful)
2) Try shrinking R control region from [0,0.4] to [~0.3,0.4]
R sideband: [0,0.4]
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
123.73 +- 0.35 |
2.09 +- 0.05 |
75.70 +- 0.27 |
1.28 +- 0.03 |
0.82 +- 0.03 |
1.57 +- 0.07 |
11.29 |
0.00 |
WJets |
27.66 +- 0.55 |
2.36 +- 0.16 |
6.38 +- 0.27 |
0.54 +- 0.04 |
0.49 +- 0.07 |
1.12 +- 0.18 |
0.71 |
0.97 |
ZJetsToNuNu |
3.92 +- 0.20 |
1.40 +- 0.12 |
0.72 +- 0.09 |
0.26 +- 0.04 |
0.30 +- 0.06 |
0.86 +- 0.21 |
-0.61 |
0.40 |
SingleTop |
10.90 +- 0.96 |
0.71 +- 0.25 |
4.77 +- 0.64 |
0.31 +- 0.12 |
0.18 +- 0.13 |
1.75 +- 1.41 |
0.77 |
0.74 |
TTV |
4.06 +- 0.08 |
0.18 +- 0.02 |
3.39 +- 0.07 |
0.15 +- 0.02 |
0.15 +- 0.02 |
1.00 +- 0.14 |
-0.02 |
0.27 |
QCD |
6137.95 +- 48.17 |
2.63 +- 0.96 |
1209.73 +- 21.42 |
0.52 +- 0.19 |
0.14 +- 0.09 |
3.60 +- 2.64 |
1.78 |
0.76 |
Diboson |
2.00 +- 0.25 |
0.09 +- 0.01 |
0.76 +- 0.17 |
0.03 +- 0.01 |
0.02 +- 0.01 |
1.60 +- 0.69 |
1.07 |
0.16 |
Sum Bkg. |
6310.22 +- 48.19 |
9.45 +- 1.01 |
1301.45 +- 21.43 |
3.09 +- 0.06 |
2.10 +- 0.18 |
1.48 +- 0.13 |
5.24 |
- |
All Bkg. |
6310.22 +- 48.19 |
9.45 +- 1.01 |
1301.45 +- 21.43 |
1.95 +- 0.21 |
2.10 +- 0.18 |
0.93 +- 0.13 |
-0.52 |
0.00 |
T5ttttDeg _mGo1000_4bodydec |
5.46 +- 0.31 |
11.31 +- 0.44 |
6.02 +- 0.32 |
12.45 +- 1.08 |
11.82 +- 0.45 |
1.05 +- 0.10 |
0.53 |
0.34 |
R sideband: [0.3,0.4]
Sample |
A (0.3<R<0.4, SB) |
B (R>0.4, SB) |
C (0.3<R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
5.88 +- 0.08 |
2.09 +- 0.05 |
2.66 +- 0.05 |
0.94 +- 0.03 |
0.82 +- 0.03 |
1.16 +- 0.06 |
3.02 |
0.00 |
WJets |
3.21 +- 0.18 |
2.36 +- 0.16 |
0.78 +- 0.09 |
0.58 +- 0.08 |
0.49 +- 0.07 |
1.19 +- 0.24 |
0.85 |
0.97 |
ZJetsToNuNu |
1.01 +- 0.10 |
1.40 +- 0.12 |
0.22 +- 0.05 |
0.30 +- 0.08 |
0.30 +- 0.06 |
1.00 +- 0.31 |
-0.01 |
0.40 |
SingleTop |
1.37 +- 0.34 |
0.71 +- 0.25 |
0.18 +- 0.13 |
0.09 +- 0.08 |
0.18 +- 0.13 |
0.52 +- 0.57 |
-0.58 |
0.74 |
TTV |
0.29 +- 0.02 |
0.18 +- 0.02 |
0.25 +- 0.02 |
0.16 +- 0.02 |
0.15 +- 0.02 |
1.02 +- 0.18 |
0.13 |
0.27 |
QCD |
27.39 +- 3.79 |
2.63 +- 0.96 |
6.81 +- 1.89 |
0.65 +- 0.31 |
0.14 +- 0.09 |
4.54 +- 3.62 |
1.56 |
0.76 |
Diboson |
0.08 +- 0.01 |
0.09 +- 0.01 |
0.02 +- 0.00 |
0.02 +- 0.01 |
0.02 +- 0.01 |
1.02 +- 0.44 |
0.05 |
0.16 |
Sum Bkg. |
39.23 +- 3.82 |
9.45 +- 1.01 |
10.91 +- 1.90 |
2.74 +- 0.12 |
2.10 +- 0.18 |
1.31 +- 0.13 |
2.97 |
- |
All Bkg. |
39.23 +- 3.82 |
9.45 +- 1.01 |
10.91 +- 1.90 |
2.63 +- 0.59 |
2.10 +- 0.18 |
1.25 +- 0.30 |
0.86 |
0.00 |
T5ttttDeg _mGo1000_4bodydec |
3.22 +- 0.24 |
11.31 +- 0.44 |
3.80 +- 0.26 |
13.37 +- 1.43 |
11.82 +- 0.45 |
1.13 +- 0.13 |
1.03 |
0.34 |
R sideband: [0.2,0.4] - DPhi<2.7
Sample |
A (0.2<R<0.4, <2 top) |
B (R>0.4, <2 top) |
C (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
25.18 +- 0.16 |
2.09 +- 0.05 |
12.49 +- 0.11 |
1.04 +- 0.03 |
0.82 +- 0.03 |
1.27 +- 0.05 |
5.70 |
0.00 |
WJets |
9.99 +- 0.33 |
2.36 +- 0.16 |
2.33 +- 0.16 |
0.55 +- 0.05 |
0.49 +- 0.07 |
1.13 +- 0.20 |
0.72 |
0.97 |
ZJetsToNuNu |
2.13 +- 0.15 |
1.40 +- 0.12 |
0.43 +- 0.07 |
0.28 +- 0.05 |
0.30 +- 0.06 |
0.95 +- 0.25 |
-0.20 |
0.40 |
SingleTop |
3.08 +- 0.50 |
0.71 +- 0.25 |
1.09 +- 0.30 |
0.25 +- 0.12 |
0.18 +- 0.13 |
1.42 +- 1.21 |
0.43 |
0.74 |
TTV |
1.08 +- 0.04 |
0.18 +- 0.02 |
0.80 +- 0.04 |
0.13 +- 0.02 |
0.15 +- 0.02 |
0.89 +- 0.14 |
-0.80 |
0.27 |
QCD |
357.37 +- 13.05 |
2.63 +- 0.96 |
68.30 +- 5.60 |
0.50 +- 0.19 |
0.14 +- 0.09 |
3.49 +- 2.58 |
1.71 |
0.76 |
Diboson |
0.39 +- 0.08 |
0.09 +- 0.01 |
0.13 +- 0.06 |
0.03 +- 0.01 |
0.02 +- 0.01 |
1.46 +- 0.85 |
0.59 |
0.16 |
Sum Bkg. |
399.23 +- 13.06 |
9.45 +- 1.01 |
85.58 +- 5.61 |
2.79 +- 0.06 |
2.10 +- 0.18 |
1.33 +- 0.12 |
3.63 |
- |
All Bkg. |
399.23 +- 13.06 |
9.45 +- 1.01 |
85.58 +- 5.61 |
2.03 +- 0.26 |
2.10 +- 0.18 |
0.97 +- 0.15 |
-0.22 |
0.00 |
T5ttttDeg _mGo1000_4bodydec |
4.84 +- 0.29 |
11.31 +- 0.44 |
5.34 +- 0.30 |
12.48 +- 1.14 |
11.82 +- 0.45 |
1.06 +- 0.10 |
0.53 |
0.34 |
This works! The TTbar prediction is closer to the actual values. I used [0.2, 0.4] bin so the statistical precision doesn't decrease, we need to have a little bit of compromise here to keep statistical error low but also having a better TTbar estimate. Signal contamination is also less in this bin.
3) How would we treat signal pollution ?
Show yields for all 8 boxes defined by 3-axis: R, Ntop, DPhi
R sideband: [0.2,0.4] - DPhi>2.7
Sample |
A' (0.2<R<0.4, <2 top) |
B' (R>0.4, <2 top) |
C' (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D' (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
52.76 +- 0.24 |
1.81 +- 0.04 |
23.89 +- 0.16 |
0.82 +- 0.02 |
0.83 +- 0.03 |
0.99 +- 0.04 |
-0.23 |
0.00 |
WJets |
63.94 +- 0.80 |
1.87 +- 0.14 |
16.39 +- 0.41 |
0.48 +- 0.04 |
0.55 +- 0.08 |
0.87 +- 0.14 |
-0.80 |
0.00 |
ZJetsToNuNu |
10.56 +- 0.33 |
0.46 +- 0.07 |
2.10 +- 0.15 |
0.09 +- 0.02 |
0.09 +- 0.03 |
0.97 +- 0.36 |
-0.07 |
1.00 |
SingleTop |
9.80 +- 0.86 |
0.50 +- 0.19 |
3.90 +- 0.57 |
0.20 +- 0.08 |
0.36 +- 0.18 |
0.56 +- 0.36 |
-0.80 |
0.87 |
TTV |
3.19 +- 0.07 |
0.13 +- 0.01 |
2.87 +- 0.07 |
0.12 +- 0.01 |
0.12 +- 0.01 |
0.98 +- 0.16 |
-0.13 |
0.00 |
QCD |
5652.35 +- 66.00 |
7.34 +- 1.32 |
1215.43 +- 31.86 |
1.58 +- 0.29 |
1.86 +- 0.79 |
0.85 +- 0.39 |
-0.33 |
0.01 |
Diboson |
3.01 +- 0.30 |
0.14 +- 0.06 |
1.08 +- 0.19 |
0.05 +- 0.02 |
0.04 +- 0.02 |
1.30 +- 0.79 |
0.41 |
0.71 |
Sum Bkg. |
5795.61 +- 66.01 |
12.24 +- 1.35 |
1265.66 +- 31.87 |
3.33 +- 0.09 |
3.84 +- 0.81 |
0.87 +- 0.18 |
-0.62 |
- |
All Bkg. |
5795.61 +- 66.01 |
12.24 +- 1.35 |
1265.66 +- 31.87 |
2.67 +- 0.30 |
3.84 +- 0.81 |
0.70 +- 0.17 |
-1.35 |
0.00 |
T5ttttDeg _mGo1000_4bodydec |
5.90 +- 0.32 |
1.12 +- 0.14 |
7.69 +- 0.36 |
1.47 +- 0.21 |
1.24 +- 0.15 |
1.18 +- 0.22 |
0.86 |
0.79 |
In |Dphi|<2.7, signal pollution is:
A: ~1%
B: 120%
C: ~6%
In |DPhi|>2.7, the signal pollution is one order of magnitude smaller!
A': 0.1%
B': 9%
C~: 0.6%
A'/C' ratio is very similar to the A/C ratio, we can substitute that instead.
The B/B' background ratio could be taken from MC and use it to scale the number of events in B' to have an order of magnitude less polluted estimate for B and then D).
D is then: D = (B/B')_MC * B' * C' / A' = (9.45/12.24) * 13.36 * 1273.35 / 5801.51 = 2.26
c.f: 2.10 with no signal contamination. The error then is around the signal pollution level of B' which can also be substracted maybe, but it's definitaley lower than ABCD only prediction.
i.e: Polluted A/B/C would cause:
D_poll = B_poll * C_poll / A_poll = 4.67
--> This would be much larger and therefore it is a legitimate question
This method I think looks good! Is this the logic you described, Petar?
4) Try other TTbar samples as a comparison
Sample |
A (0.2<R<0.4, <2 top) |
B (R>0.4, <2 top) |
C (0.2<R<0.4, 2 top) |
D = B*C/A pred. |
D (R>0.4, 2 top) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
25.18 +- 0.16 |
2.09 +- 0.05 |
12.49 +- 0.11 |
1.04 +- 0.03 |
0.82 +- 0.03 |
1.27 +- 0.05 |
5.70 |
0.00 |
-> All Bkg. |
399.23 +- 13.06 |
9.45 +- 1.01 |
85.58 +- 5.61 |
2.03 +- 0.26 |
2.10 +- 0.18 |
0.97 +- 0.15 |
-0.22 |
0.00 |
TTHerwig |
34.09 +- 1.90 |
2.43 +- 0.51 |
25.33 +- 1.63 |
1.80 +- 0.41 |
1.37 +- 0.38 |
1.31 +- 0.47 |
0.78 |
0.69 |
-> All Bkg. |
408.13 +- 13.20 |
9.79 +- 1.13 |
98.41 +- 5.85 |
2.36 +- 0.32 |
2.65 +- 0.42 |
0.89 +- 0.18 |
-0.55 |
0.00 |
TTPowhegPythia6 |
27.98 +- 1.77 |
1.80 +- 0.45 |
17.53 +- 1.40 |
1.13 +- 0.30 |
0.67 +- 0.28 |
1.67 +- 0.82 |
1.10 |
0.57 |
-> All Bkg. |
402.02 +- 13.18 |
9.16 +- 1.11 |
90.61 +- 5.79 |
2.06 +- 0.29 |
1.95 +- 0.33 |
1.06 +- 0.23 |
0.25 |
0.00 |
TTPowhegPythia8 |
41.90 +- 2.09 |
3.97 +- 0.64 |
23.09 +- 1.55 |
2.19 +- 0.40 |
1.25 +- 0.36 |
1.75 +- 0.60 |
1.73 |
0.27 |
-> All Bkg. |
415.95 +- 13.23 |
11.33 +- 1.20 |
96.18 +- 5.82 |
2.62 +- 0.33 |
2.53 +- 0.40 |
1.03 +- 0.21 |
0.17 |
0.00 |
TTJetsNLO |
54.79 +- 1.63 |
4.14 +- 0.45 |
32.94 +- 1.27 |
2.49 +- 0.30 |
1.80 +- 0.30 |
1.38 +- 0.28 |
1.64 |
0.00 |
-> All Bkg. |
428.84 +- 13.16 |
11.50 +- 1.11 |
106.03 +- 5.75 |
2.84 +- 0.33 |
3.08 +- 0.35 |
0.92 +- 0.15 |
-0.50 |
0.00 |
TTNLO |
88.22 +- 3.12 |
6.40 +- 0.84 |
51.78 +- 2.39 |
3.76 +- 0.54 |
2.54 +- 0.53 |
1.48 +- 0.37 |
1.61 |
0.00 |
-> All Bkg. |
462.27 +- 13.43 |
13.77 +- 1.32 |
124.87 +- 6.10 |
3.72 +- 0.41 |
3.82 +- 0.56 |
0.97 +- 0.18 |
-0.14 |
0.00 |
Warning: NLO event weights are not correct (negative gen-weights aren't subtracted), but the obs/predicted ratio is still useful
- Overall number of ttbar events are around ~1+-0.4, prediction to observed ratio: ~1.4+-0.3
- In all cases, the overall event number prediction stays very close to the observed number of events: ratio: 0.97 +-0.09, pulls are low too
5) Why TT+W/Z not similar to ttbar? Plot DeltaPhi shape for TTV
Plots attached. For some reason the Dphi distribution looks very similar regardless the Ntop/Dphi bin.
These are NLO samples, so I will need to correct for the negative weights.
6) When backgrounds are combined scaling might not work:
--> Try mixing together different ratios of bacgrounds to check how robust the method is
If I scale ttbar by 2 times the cross section, the pull gets larger, the ratio is sligthly lower, but still within statistical error.
- Should we apply a ~3% correction to account for this?
- If I blow up ttbar to x5 xsec, the ratio is still 0.85 --> Should we simply add a systematic error?
The method seems to be very robust.
7) Try to find a way to describe why the method works from first principles
Plot correlation of Razor variables for all regions of the ABCD methods in TTbar (and other) samples, eg:
a) DeltaPhi vs MR/MTR for Ntop==2 and Ntop<2
The MTR vs DPhi plots show no correlation, that's great. MR vs DPhi shows some correlation, but I have an idea:
MR for the top-pair is uncorrelated to DPhi, this is potentially useful. But I have to update my top-pair definition to the latest recipe and rerun the code.
I am planning to do a full AK4/AK8/TT - R comparison to settle this issue (I already did for Phys14, but I only checked signal efficiency, which was very similar).
Hopefully TT-R is uncorrelated to DPhi and then the explanation why the method works might be finally there.
b) MR/MTR vs Ntop for DeltaPhi <2.7 and DeltaPhi >2.7
I missed these plots, sorry. They are on my to-do list.
Other 4 regions in 3D box:
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
24.43 +- 0.16 |
12.70 +- 0.11 |
1.81 +- 0.04 |
0.94 +- 0.02 |
2.09 +- 0.05 |
0.45 +- 0.02 |
-22.00 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
52.76 +- 0.24 |
1.81 +- 0.04 |
23.89 +- 0.16 |
0.82 +- 0.02 |
0.83 +- 0.03 |
0.99 +- 0.04 |
-0.23 |
0.00 |
WJets |
63.94 +- 0.80 |
1.87 +- 0.14 |
16.39 +- 0.41 |
0.48 +- 0.04 |
0.55 +- 0.08 |
0.87 +- 0.14 |
-0.80 |
0.00 |
ZJetsToNuNu |
10.56 +- 0.33 |
0.46 +- 0.07 |
2.10 +- 0.15 |
0.09 +- 0.02 |
0.09 +- 0.03 |
0.97 +- 0.36 |
-0.07 |
1.00 |
SingleTop |
9.80 +- 0.86 |
0.50 +- 0.19 |
3.90 +- 0.57 |
0.20 +- 0.08 |
0.36 +- 0.18 |
0.56 +- 0.36 |
-0.80 |
0.87 |
TTV |
3.19 +- 0.07 |
0.13 +- 0.01 |
2.87 +- 0.07 |
0.12 +- 0.01 |
0.12 +- 0.01 |
0.98 +- 0.16 |
-0.13 |
0.00 |
QCD |
5652.35 +- 66.00 |
7.34 +- 1.32 |
1215.43 +- 31.86 |
1.58 +- 0.29 |
1.86 +- 0.79 |
0.85 +- 0.39 |
-0.33 |
0.01 |
Diboson |
3.01 +- 0.30 |
0.14 +- 0.06 |
1.08 +- 0.19 |
0.05 +- 0.02 |
0.04 +- 0.02 |
1.30 +- 0.79 |
0.41 |
0.71 |
Sum Bkg. |
5795.61 +- 66.01 |
12.24 +- 1.35 |
1265.66 +- 31.87 |
3.33 +- 0.09 |
3.84 +- 0.81 |
0.87 +- 0.18 |
-0.62 |
- |
All Bkg. |
5795.65 +- 66.01 |
12.24 +- 1.35 |
1265.67 +- 31.87 |
2.67 +- 0.30 |
3.84 +- 0.81 |
0.70 +- 0.17 |
-1.35 |
0.00 |
Combined Bkg. |
|
|
|
3.45 +- 0.09 |
5.10 +- 0.66 |
0.68 +- 0.09 |
-2.48 |
- |
T5ttttDeg _mGo1000_4bodydec |
5.90 +- 0.32 |
1.12 +- 0.14 |
7.69 +- 0.36 |
1.47 +- 0.21 |
1.24 +- 0.15 |
1.18 +- 0.22 |
0.86 |
0.79 |
R sideband 0,2,0.4 - slightly more statistics is better in A and C for overall estimate. For TTbar is is a bit less optimal, needs to correct for it
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
10.99 +- 0.11 |
5.96 +- 0.08 |
0.83 +- 0.03 |
0.45 +- 0.02 |
0.82 +- 0.03 |
0.55 +- 0.03 |
-11.01 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
25.18 +- 0.16 |
2.09 +- 0.05 |
12.49 +- 0.11 |
1.04 +- 0.03 |
0.82 +- 0.03 |
1.27 +- 0.05 |
5.70 |
0.00 |
WJets |
9.99 +- 0.33 |
2.36 +- 0.16 |
2.33 +- 0.16 |
0.55 +- 0.05 |
0.49 +- 0.07 |
1.13 +- 0.20 |
0.72 |
0.97 |
ZJetsToNuNu |
2.13 +- 0.15 |
1.40 +- 0.12 |
0.43 +- 0.07 |
0.28 +- 0.05 |
0.30 +- 0.06 |
0.95 +- 0.25 |
-0.20 |
0.40 |
SingleTop |
3.08 +- 0.50 |
0.71 +- 0.25 |
1.09 +- 0.30 |
0.25 +- 0.12 |
0.18 +- 0.13 |
1.42 +- 1.21 |
0.43 |
0.74 |
TTV |
1.08 +- 0.04 |
0.18 +- 0.02 |
0.80 +- 0.04 |
0.13 +- 0.02 |
0.15 +- 0.02 |
0.89 +- 0.14 |
-0.80 |
0.27 |
QCD |
357.37 +- 13.05 |
2.63 +- 0.96 |
68.30 +- 5.60 |
0.50 +- 0.19 |
0.14 +- 0.09 |
3.49 +- 2.58 |
1.71 |
0.76 |
Diboson |
0.39 +- 0.08 |
0.09 +- 0.01 |
0.13 +- 0.06 |
0.03 +- 0.01 |
0.02 +- 0.01 |
1.46 +- 0.85 |
0.59 |
0.16 |
Sum Bkg. |
399.23 +- 13.06 |
9.45 +- 1.01 |
85.58 +- 5.61 |
2.79 +- 0.06 |
2.10 +- 0.18 |
1.33 +- 0.12 |
3.63 |
- |
All Bkg. |
399.24 +- 13.06 |
9.46 +- 1.01 |
85.58 +- 5.61 |
2.03 +- 0.26 |
2.10 +- 0.18 |
0.97 +- 0.15 |
-0.22 |
0.31 |
Combined Bkg. |
|
|
|
2.20 +- 0.06 |
2.10 +- 0.03 |
1.05 +- 0.03 |
1.58 |
- |
T5ttttDeg _mGo1000_4bodydec |
4.84 +- 0.29 |
11.31 +- 0.44 |
5.34 +- 0.30 |
12.48 +- 1.14 |
11.82 +- 0.45 |
1.06 +- 0.10 |
0.53 |
0.34 |
R sideband 0,25,0.4
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
10.99 +- 0.11 |
5.96 +- 0.08 |
0.83 +- 0.03 |
0.45 +- 0.02 |
0.82 +- 0.03 |
0.55 +- 0.03 |
-11.01 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
12.70 +- 0.11 |
2.09 +- 0.05 |
5.96 +- 0.08 |
0.98 +- 0.03 |
0.82 +- 0.03 |
1.20 +- 0.05 |
4.16 |
0.00 |
WJets |
6.05 +- 0.26 |
2.36 +- 0.16 |
1.47 +- 0.12 |
0.57 +- 0.07 |
0.49 +- 0.07 |
1.18 +- 0.22 |
0.90 |
0.97 |
ZJetsToNuNu |
1.52 +- 0.13 |
1.40 +- 0.12 |
0.36 +- 0.06 |
0.33 +- 0.07 |
0.30 +- 0.06 |
1.11 +- 0.31 |
0.37 |
0.40 |
SingleTop |
1.68 +- 0.37 |
0.71 +- 0.25 |
0.61 +- 0.22 |
0.26 +- 0.14 |
0.18 +- 0.13 |
1.44 +- 1.30 |
0.42 |
0.74 |
TTV |
0.58 +- 0.03 |
0.18 +- 0.02 |
0.45 +- 0.03 |
0.14 +- 0.02 |
0.15 +- 0.02 |
0.93 +- 0.15 |
-0.48 |
0.27 |
QCD |
89.15 +- 6.68 |
2.63 +- 0.96 |
19.07 +- 3.05 |
0.56 +- 0.23 |
0.14 +- 0.09 |
3.91 +- 2.95 |
1.70 |
0.76 |
Diboson |
0.22 +- 0.06 |
0.09 +- 0.01 |
0.10 +- 0.06 |
0.04 +- 0.03 |
0.02 +- 0.01 |
1.89 +- 1.36 |
0.71 |
0.16 |
Sum Bkg. |
111.91 +- 6.69 |
9.45 +- 1.01 |
28.01 +- 3.06 |
2.88 +- 0.08 |
2.10 +- 0.18 |
1.38 +- 0.13 |
3.92 |
- |
All Bkg. |
111.92 +- 6.69 |
9.46 +- 1.01 |
28.01 +- 3.06 |
2.37 +- 0.39 |
2.10 +- 0.18 |
1.13 +- 0.21 |
0.63 |
0.31 |
Combined Bkg. |
|
|
|
2.35 +- 0.08 |
2.10 +- 0.03 |
1.12 +- 0.04 |
2.85 |
- |
T5ttttDeg _mGo1000_4bodydec |
4.10 +- 0.27 |
11.31 +- 0.44 |
4.65 +- 0.28 |
12.83 +- 1.25 |
11.82 +- 0.45 |
1.09 +- 0.11 |
0.76 |
0.34 |
Add filter + trigger
(QCD back to normal)
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
10.99 +- 0.11 |
5.96 +- 0.08 |
0.83 +- 0.03 |
0.45 +- 0.02 |
0.82 +- 0.03 |
0.55 +- 0.03 |
-11.01 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
123.73 +- 0.35 |
2.09 +- 0.05 |
75.70 +- 0.27 |
1.28 +- 0.03 |
0.82 +- 0.03 |
1.57 +- 0.07 |
11.29 |
0.00 |
WJets |
27.66 +- 0.55 |
2.36 +- 0.16 |
6.38 +- 0.27 |
0.54 +- 0.04 |
0.49 +- 0.07 |
1.12 +- 0.18 |
0.71 |
0.97 |
ZJetsToNuNu |
3.92 +- 0.20 |
1.40 +- 0.12 |
0.72 +- 0.09 |
0.26 +- 0.04 |
0.30 +- 0.06 |
0.86 +- 0.21 |
-0.61 |
0.40 |
SingleTop |
10.90 +- 0.96 |
0.71 +- 0.25 |
4.77 +- 0.64 |
0.31 +- 0.12 |
0.18 +- 0.13 |
1.75 +- 1.41 |
0.77 |
0.74 |
TTV |
4.06 +- 0.08 |
0.18 +- 0.02 |
3.39 +- 0.07 |
0.15 +- 0.02 |
0.15 +- 0.02 |
1.00 +- 0.14 |
-0.02 |
0.27 |
QCD |
6137.95 +- 48.17 |
2.63 +- 0.96 |
1209.73 +- 21.42 |
0.52 +- 0.19 |
0.14 +- 0.09 |
3.60 +- 2.64 |
1.78 |
0.76 |
Diboson |
2.00 +- 0.25 |
0.09 +- 0.01 |
0.76 +- 0.17 |
0.03 +- 0.01 |
0.02 +- 0.01 |
1.60 +- 0.69 |
1.07 |
0.16 |
Sum Bkg. |
6310.22 +- 48.19 |
9.45 +- 1.01 |
1301.45 +- 21.43 |
3.09 +- 0.06 |
2.10 +- 0.18 |
1.48 +- 0.13 |
5.24 |
- |
All Bkg. |
6310.25 +- 48.19 |
9.46 +- 1.01 |
1301.47 +- 21.43 |
1.95 +- 0.21 |
2.10 +- 0.18 |
0.93 +- 0.13 |
-0.52 |
0.31 |
Combined Bkg. |
|
|
|
2.26 +- 0.05 |
2.10 +- 0.03 |
1.08 +- 0.03 |
2.61 |
- |
T5ttttDeg _mGo1000_4bodydec |
5.46 +- 0.31 |
11.31 +- 0.44 |
6.02 +- 0.32 |
12.45 +- 1.08 |
11.82 +- 0.45 |
1.05 +- 0.10 |
0.53 |
0.34 |
R sideband 0,25,0.4
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
11.16 +- 0.11 |
6.04 +- 0.08 |
0.84 +- 0.03 |
0.45 +- 0.02 |
0.83 +- 0.03 |
0.55 +- 0.03 |
-11.23 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
12.91 +- 0.11 |
2.12 +- 0.05 |
6.04 +- 0.08 |
0.99 +- 0.03 |
0.83 +- 0.03 |
1.19 +- 0.05 |
3.93 |
0.00 |
WJets |
6.15 +- 0.26 |
2.43 +- 0.16 |
1.48 +- 0.12 |
0.59 +- 0.07 |
0.51 +- 0.07 |
1.16 +- 0.21 |
0.81 |
0.97 |
ZJetsToNuNu |
1.54 +- 0.13 |
1.42 +- 0.12 |
0.36 +- 0.06 |
0.33 +- 0.07 |
0.30 +- 0.06 |
1.11 +- 0.31 |
0.37 |
0.42 |
SingleTop |
1.77 +- 0.38 |
0.71 +- 0.25 |
0.61 +- 0.22 |
0.24 +- 0.14 |
0.18 +- 0.13 |
1.37 +- 1.23 |
0.36 |
0.79 |
TTV |
0.59 +- 0.03 |
0.18 +- 0.02 |
0.46 +- 0.03 |
0.14 +- 0.02 |
0.16 +- 0.02 |
0.91 +- 0.15 |
-0.56 |
0.22 |
QCD |
90.13 +- 6.70 |
2.63 +- 0.96 |
20.27 +- 3.24 |
0.59 +- 0.24 |
0.68 +- 0.54 |
0.87 +- 0.78 |
-0.15 |
0.83 |
Diboson |
0.28 +- 0.08 |
0.09 +- 0.01 |
0.10 +- 0.06 |
0.03 +- 0.02 |
0.02 +- 0.01 |
1.49 +- 1.07 |
0.48 |
0.23 |
Sum Bkg. |
113.38 +- 6.72 |
9.57 +- 1.01 |
29.32 +- 3.25 |
2.92 +- 0.09 |
2.68 +- 0.57 |
1.09 +- 0.23 |
0.42 |
- |
All Bkg. |
113.39 +- 6.72 |
9.58 +- 1.01 |
29.32 +- 3.25 |
2.48 +- 0.41 |
2.68 +- 0.57 |
0.93 +- 0.25 |
-0.29 |
0.36 |
Combined Bkg. |
|
|
|
2.38 +- 0.09 |
2.68 +- 0.32 |
0.89 +- 0.11 |
-0.88 |
- |
T5ttttDeg _mGo1000_4bodydec |
4.22 +- 0.27 |
11.65 +- 0.45 |
4.75 +- 0.29 |
13.13 +- 1.26 |
12.08 +- 0.46 |
1.09 +- 0.11 |
0.78 |
0.27 |
Add some samples, New JEC - no reweighting, no trigger, no filter
(QCD somehow higher than previously!)
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
11.16 +- 0.11 |
6.04 +- 0.08 |
0.84 +- 0.03 |
0.45 +- 0.02 |
0.83 +- 0.03 |
0.55 +- 0.03 |
-11.23 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
125.56 +- 0.35 |
2.12 +- 0.05 |
76.71 +- 0.28 |
1.29 +- 0.03 |
0.83 +- 0.03 |
1.55 +- 0.06 |
11.10 |
0.00 |
WJets |
28.21 +- 0.56 |
2.43 +- 0.16 |
6.50 +- 0.27 |
0.56 +- 0.04 |
0.51 +- 0.07 |
1.10 +- 0.18 |
0.63 |
0.97 |
ZJetsToNuNu |
3.96 +- 0.20 |
1.42 +- 0.12 |
0.72 +- 0.09 |
0.26 +- 0.04 |
0.30 +- 0.06 |
0.86 +- 0.21 |
-0.60 |
0.42 |
SingleTop |
11.26 +- 0.98 |
0.71 +- 0.25 |
4.77 +- 0.64 |
0.30 +- 0.12 |
0.18 +- 0.13 |
1.70 +- 1.37 |
0.72 |
0.79 |
TTV |
4.13 +- 0.08 |
0.18 +- 0.02 |
3.43 +- 0.07 |
0.15 +- 0.02 |
0.16 +- 0.02 |
0.98 +- 0.14 |
-0.15 |
0.22 |
QCD |
6240.89 +- 48.64 |
2.63 +- 0.96 |
1226.69 +- 21.61 |
0.52 +- 0.19 |
0.68 +- 0.54 |
0.76 +- 0.67 |
-0.28 |
0.83 |
Diboson |
2.08 +- 0.26 |
0.09 +- 0.01 |
0.77 +- 0.17 |
0.03 +- 0.01 |
0.02 +- 0.01 |
1.57 +- 0.67 |
1.04 |
0.23 |
Sum Bkg. |
6416.09 +- 48.65 |
9.57 +- 1.01 |
1319.60 +- 21.62 |
3.11 +- 0.05 |
2.68 +- 0.57 |
1.16 +- 0.25 |
0.77 |
- |
All Bkg. |
6416.13 +- 48.65 |
9.58 +- 1.01 |
1319.62 +- 21.62 |
1.97 +- 0.21 |
2.68 +- 0.57 |
0.74 +- 0.17 |
-1.17 |
0.36 |
Combined Bkg. |
|
|
|
2.28 +- 0.05 |
2.68 +- 0.32 |
0.85 +- 0.10 |
-1.23 |
- |
T5ttttDeg _mGo1000_4bodydec |
5.67 +- 0.31 |
11.65 +- 0.45 |
6.12 +- 0.33 |
12.58 +- 1.08 |
12.08 +- 0.46 |
1.04 +- 0.10 |
0.42 |
0.27 |
dphi < 2.7
pt400 old tau32 old - 2.5fb^-1
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
9.80 +- 0.11 |
5.19 +- 0.07 |
0.71 +- 0.03 |
0.38 +- 0.02 |
0.69 +- 0.03 |
0.55 +- 0.03 |
-9.95 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
105.00 +- 0.32 |
1.76 +- 0.04 |
65.79 +- 0.26 |
1.10 +- 0.03 |
0.69 +- 0.03 |
1.60 +- 0.07 |
10.74 |
0.00 |
WJets |
23.09 +- 0.51 |
2.02 +- 0.15 |
5.27 +- 0.25 |
0.46 +- 0.04 |
0.44 +- 0.07 |
1.06 +- 0.19 |
0.35 |
0.89 |
ZJetsToNuNu |
3.32 +- 0.19 |
1.18 +- 0.11 |
0.57 +- 0.08 |
0.20 +- 0.04 |
0.27 +- 0.05 |
0.75 +- 0.20 |
-1.06 |
0.57 |
TTV |
2.15 +- 0.06 |
0.15 +- 0.02 |
1.85 +- 0.06 |
0.13 +- 0.01 |
0.11 +- 0.01 |
1.14 +- 0.19 |
0.75 |
0.29 |
QCD |
4871.80 +- 40.40 |
2.55 +- 0.96 |
965.04 +- 18.17 |
0.50 +- 0.19 |
0.14 +- 0.09 |
3.51 +- 2.59 |
1.71 |
1.00 |
DibosonDec |
1.74 +- 0.24 |
0.06 +- 0.01 |
0.71 +- 0.17 |
0.03 +- 0.01 |
0.02 +- 0.01 |
1.39 +- 0.66 |
0.70 |
0.37 |
Sum Bkg. |
5007.11 +- 40.41 |
7.73 +- 0.98 |
1039.23 +- 18.18 |
2.43 +- 0.04 |
1.67 +- 0.13 |
1.46 +- 0.11 |
5.66 |
- |
All Bkg. |
5007.11 +- 40.41 |
7.73 +- 0.98 |
1039.23 +- 18.18 |
1.60 +- 0.21 |
1.67 +- 0.13 |
0.96 +- 0.14 |
-0.26 |
0.98 |
Combined Bkg. |
|
|
|
1.70 +- 0.04 |
1.67 +- 0.02 |
1.02 +- 0.03 |
0.79 |
- |
T5ttttDeg _mGo1000_4bodydec |
4.88 +- 0.29 |
9.92 +- 0.41 |
5.41 +- 0.31 |
11.01 +- 1.01 |
10.89 +- 0.43 |
1.01 +- 0.10 |
0.11 |
0.34 |
dphi < 2.7
pt350 old tau32 old - 2.5fb^-1
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
13.47 +- 0.13 |
8.12 +- 0.09 |
1.26 +- 0.04 |
0.76 +- 0.02 |
1.18 +- 0.04 |
0.64 +- 0.03 |
-9.67 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
165.27 +- 0.41 |
3.05 +- 0.06 |
97.25 +- 0.32 |
1.79 +- 0.03 |
1.18 +- 0.04 |
1.52 +- 0.05 |
12.23 |
0.00 |
WJets |
38.17 +- 0.64 |
3.50 +- 0.19 |
8.96 +- 0.32 |
0.82 +- 0.05 |
0.70 +- 0.08 |
1.17 +- 0.16 |
1.21 |
0.90 |
ZJetsToNuNu |
5.21 +- 0.23 |
2.07 +- 0.15 |
1.00 +- 0.10 |
0.40 +- 0.05 |
0.38 +- 0.06 |
1.04 +- 0.22 |
0.19 |
0.71 |
TTV |
3.96 +- 0.08 |
0.26 +- 0.02 |
2.96 +- 0.07 |
0.19 +- 0.02 |
0.19 +- 0.02 |
0.99 +- 0.13 |
-0.08 |
0.49 |
QCD |
8970.57 +- 63.46 |
7.38 +- 1.80 |
1819.80 +- 29.04 |
1.50 +- 0.37 |
0.22 +- 0.12 |
6.72 +- 4.00 |
3.30 |
1.00 |
DibosonDec |
2.74 +- 0.30 |
0.12 +- 0.02 |
1.02 +- 0.20 |
0.05 +- 0.01 |
0.04 +- 0.02 |
1.06 +- 0.47 |
0.12 |
0.07 |
Sum Bkg. |
9185.92 +- 63.47 |
16.37 +- 1.82 |
1930.99 +- 29.04 |
4.75 +- 0.14 |
2.73 +- 0.16 |
1.74 +- 0.12 |
9.31 |
- |
All Bkg. |
9185.92 +- 63.47 |
16.37 +- 1.82 |
1930.99 +- 29.04 |
3.44 +- 0.39 |
2.73 +- 0.16 |
1.26 +- 0.16 |
1.70 |
0.98 |
Combined Bkg. |
|
|
|
3.71 +- 0.14 |
2.73 +- 0.03 |
1.36 +- 0.05 |
6.88 |
- |
T5ttttDeg _mGo1000_4bodydec |
6.26 +- 0.33 |
15.44 +- 0.52 |
6.86 +- 0.34 |
16.93 +- 1.35 |
14.54 +- 0.50 |
1.16 +- 0.10 |
1.66 |
0.43 |
dphi < 2.7
pt400 old tau32 new - 2.5fb^-1
Sample |
A (DPhi>2.7, SB) |
B (DPhi<2.7, SB) |
C (DPhi>2.7, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.7, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
15.08 +- 0.13 |
7.70 +- 0.09 |
1.08 +- 0.03 |
0.55 +- 0.02 |
1.10 +- 0.03 |
0.50 +- 0.02 |
-14.10 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
77.75 +- 0.28 |
1.34 +- 0.04 |
91.40 +- 0.31 |
1.58 +- 0.05 |
1.10 +- 0.03 |
1.43 +- 0.06 |
8.39 |
0.00 |
WJets |
18.78 +- 0.46 |
1.55 +- 0.13 |
9.58 +- 0.33 |
0.79 +- 0.07 |
0.91 +- 0.10 |
0.87 +- 0.12 |
-0.95 |
0.83 |
ZJetsToNuNu |
2.62 +- 0.16 |
1.00 +- 0.10 |
1.27 +- 0.11 |
0.49 +- 0.07 |
0.44 +- 0.07 |
1.10 +- 0.23 |
0.43 |
0.31 |
TTV |
1.57 +- 0.05 |
0.11 +- 0.01 |
2.39 +- 0.07 |
0.17 +- 0.02 |
0.15 +- 0.02 |
1.11 +- 0.19 |
0.61 |
0.15 |
QCD |
3961.96 +- 36.33 |
2.41 +- 0.95 |
1861.76 +- 25.30 |
1.13 +- 0.45 |
0.29 +- 0.13 |
3.93 +- 2.36 |
1.81 |
0.67 |
DibosonDec |
1.32 +- 0.21 |
0.05 +- 0.01 |
1.13 +- 0.21 |
0.05 +- 0.01 |
0.03 +- 0.01 |
1.64 +- 0.63 |
1.22 |
0.92 |
Sum Bkg. |
4063.99 +- 36.33 |
6.46 +- 0.97 |
1967.53 +- 25.31 |
4.20 +- 0.21 |
2.92 +- 0.18 |
1.44 +- 0.12 |
4.58 |
- |
All Bkg. |
4063.99 +- 36.33 |
6.46 +- 0.97 |
1967.53 +- 25.31 |
3.13 +- 0.47 |
2.92 +- 0.18 |
1.07 +- 0.17 |
0.42 |
0.97 |
Combined Bkg. |
|
|
|
3.18 +- 0.21 |
2.92 +- 0.03 |
1.09 +- 0.07 |
1.20 |
- |
T5ttttDeg _mGo1000_4bodydec |
3.65 +- 0.25 |
6.78 +- 0.34 |
6.59 +- 0.34 |
12.24 +- 1.22 |
14.04 +- 0.49 |
0.87 +- 0.09 |
-1.37 |
0.49 |
dphi < 2.8
pt400 old tau32 old - 2.5fb^-1
Sample |
A (DPhi>2.8, SB) |
B (DPhi<2.8, SB) |
C (DPhi>2.8, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.8, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
8.33 +- 0.10 |
6.67 +- 0.08 |
0.63 +- 0.02 |
0.50 +- 0.02 |
0.78 +- 0.03 |
0.65 +- 0.04 |
-7.67 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
134.98 +- 0.37 |
1.98 +- 0.05 |
80.13 +- 0.29 |
1.17 +- 0.03 |
0.78 +- 0.03 |
1.51 +- 0.07 |
9.99 |
0.00 |
WJets |
34.22 +- 0.61 |
2.23 +- 0.15 |
7.97 +- 0.30 |
0.52 +- 0.04 |
0.44 +- 0.07 |
1.17 +- 0.20 |
0.95 |
0.93 |
ZJetsToNuNu |
4.92 +- 0.23 |
1.29 +- 0.12 |
0.92 +- 0.10 |
0.24 +- 0.04 |
0.31 +- 0.06 |
0.78 +- 0.18 |
-1.04 |
0.27 |
TTV |
2.91 +- 0.07 |
0.17 +- 0.02 |
2.53 +- 0.07 |
0.15 +- 0.02 |
0.12 +- 0.01 |
1.23 +- 0.20 |
1.28 |
0.84 |
QCD |
7375.59 +- 53.63 |
3.23 +- 1.10 |
1438.39 +- 24.02 |
0.63 +- 0.22 |
0.79 +- 0.55 |
0.80 +- 0.62 |
-0.27 |
1.00 |
DibosonDec |
2.51 +- 0.29 |
0.07 +- 0.01 |
0.95 +- 0.19 |
0.03 +- 0.01 |
0.03 +- 0.02 |
0.77 +- 0.39 |
-0.48 |
0.13 |
Sum Bkg. |
7555.13 +- 53.63 |
8.96 +- 1.12 |
1530.89 +- 24.02 |
2.74 +- 0.05 |
2.48 +- 0.56 |
1.11 +- 0.25 |
0.46 |
- |
All Bkg. |
7555.13 +- 53.63 |
8.96 +- 1.12 |
1530.89 +- 24.02 |
1.82 +- 0.23 |
2.48 +- 0.56 |
0.73 +- 0.19 |
-1.09 |
0.85 |
Combined Bkg. |
|
|
|
2.07 +- 0.05 |
2.48 +- 0.31 |
0.83 +- 0.11 |
-1.30 |
- |
T5ttttDeg _mGo1000_4bodydec |
6.28 +- 0.33 |
10.29 +- 0.42 |
7.07 +- 0.35 |
11.59 +- 0.96 |
11.19 +- 0.44 |
1.04 +- 0.10 |
0.38 |
0.40 |
Best cut |
T5ttttDeg_mGo1000_4bodydec |
TTJetsHT600 |
WJets |
ZJetsToNuNu |
QCD |
TTV |
DibosonDec |
All bg |
Smin = Eff./(5/2+sqrt(B)) |
No cut |
27.02 |
166.66 |
54.45 |
5.05 |
18873.16 |
8.45 |
5.86 |
19113.62 |
0.00710 |
HTall>1700 |
15.21 |
63.81 |
10.39 |
0.98 |
927.47 |
2.02 |
1.19 |
1005.87 |
0.01646 |
DPhi<2.6 |
14.35 |
55.51 |
4.18 |
0.68 |
687.34 |
1.45 |
0.49 |
749.66 |
0.01777 |
R>0.405 |
11.86 |
1.28 |
0.89 |
0.34 |
1.38 |
0.16 |
0.05 |
4.11 |
0.09693 |
DPhi<2.95 && HTall>1600 |
15.23 |
60.82 |
6.17 |
0.67 |
600.68 |
1.69 |
0.67 |
670.70 |
0.01985 |
R>0.405 && HTall>1050 |
11.86 |
1.28 |
0.89 |
0.34 |
1.38 |
0.16 |
0.05 |
4.11 |
0.09693 |
R>0.405 && DPhi<2.7 |
10.79 |
0.64 |
0.42 |
0.25 |
0.14 |
0.10 |
0.02 |
1.57 |
0.10635 |
R>0.405 && DPhi<2.7 && HTall>1150 |
10.75 |
0.63 |
0.40 |
0.24 |
0.14 |
0.10 |
0.02 |
1.53 |
0.10645 |
Manual cuts are ( R > 0.4 && DPhi < 2.7 && HTall > 0 )
Cut |
T5ttttDeg_mGo1000_4bodydec |
TTJetsHT600 |
WJets |
ZJetsToNuNu |
QCD |
TTV |
DibosonDec |
All Background |
Smin = Eff./(5/2+sqrt(B)) |
No Cut |
27.02 |
166.66 |
54.45 |
5.05 |
18873.16 |
8.45 |
5.86 |
19113.62 |
0.00710 |
HTall > 0 |
27.02 |
166.66 |
54.45 |
5.05 |
18873.16 |
8.45 |
5.86 |
19113.62 |
0.00710 |
DPhi < 2.7 |
16.30 |
66.48 |
5.71 |
0.84 |
965.18 |
1.96 |
0.73 |
1040.89 |
0.01736 |
R > 0.4 |
12.08 |
1.40 |
0.93 |
0.36 |
2.00 |
0.17 |
0.06 |
4.92 |
0.09479 |
DPhi < 2.7 + HTall > 0 |
16.30 |
66.48 |
5.71 |
0.84 |
965.18 |
1.96 |
0.73 |
1040.89 |
0.01736 |
R > 0.4 + HTall > 0 |
12.08 |
1.40 |
0.93 |
0.36 |
2.00 |
0.17 |
0.06 |
4.92 |
0.09479 |
R > 0.4 + DPhi < 2.7 |
10.89 |
0.69 |
0.44 |
0.27 |
0.14 |
0.11 |
0.02 |
1.67 |
0.10632 |
R > 0.4 + DPhi < 2.7 + HTall > 0 |
10.89 |
0.69 |
0.44 |
0.27 |
0.14 |
0.11 |
0.02 |
1.67 |
0.10632 |
New
Sample |
A (DPhi>2.8, SB) |
B (DPhi<2.8, SB) |
C (DPhi>2.8, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.8, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
35.43 +- 0.29 |
31.02 +- 0.26 |
3.44 +- 0.08 |
3.01 +- 0.08 |
4.28 +- 0.10 |
0.70 +- 0.02 |
-9.97 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
306.19 +- 0.81 |
5.30 +- 0.11 |
330.57 +- 0.84 |
5.72 +- 0.12 |
4.28 +- 0.10 |
1.34 +- 0.04 |
9.43 |
0.00 |
WJets |
89.77 +- 1.38 |
6.13 +- 0.35 |
46.07 +- 0.98 |
3.14 +- 0.20 |
3.08 +- 0.25 |
1.02 +- 0.10 |
0.20 |
0.97 |
ZJetsToNuNu |
12.22 +- 0.50 |
3.62 +- 0.27 |
6.14 +- 0.36 |
1.82 +- 0.19 |
1.74 +- 0.19 |
1.05 +- 0.16 |
0.30 |
0.98 |
TTV |
7.69 +- 0.17 |
0.44 +- 0.04 |
10.67 +- 0.19 |
0.61 +- 0.06 |
0.56 +- 0.04 |
1.10 +- 0.13 |
0.74 |
0.17 |
QCD |
21665.70 +- 149.98 |
20.17 +- 4.86 |
10610.73 +- 106.80 |
9.88 +- 2.38 |
4.33 +- 1.90 |
2.28 +- 1.14 |
1.82 |
1.00 |
DibosonDec |
6.14 +- 0.62 |
0.24 +- 0.04 |
4.42 +- 0.54 |
0.17 +- 0.04 |
0.17 +- 0.04 |
0.99 +- 0.33 |
-0.04 |
0.41 |
Sum Bkg. |
22087.72 +- 149.99 |
35.89 +- 4.88 |
11008.60 +- 106.81 |
21.34 +- 5.76 |
14.15 +- 1.92 |
1.51 +- 0.46 |
1.18 |
- |
Combined Bkg. |
|
|
|
18.64 +- 5.76 |
14.15 +- 3.70 |
1.32 +- 0.53 |
0.66 |
- |
Old
Sample |
A (DPhi>2.8, SB) |
B (DPhi<2.8, SB) |
C (DPhi>2.8, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.8, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
19.92 +- 0.20 |
10.62 +- 0.15 |
1.66 +- 0.05 |
0.88 +- 0.03 |
1.37 +- 0.05 |
0.65 +- 0.03 |
-8.04 |
0.00 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJetsHT600 |
120.80 +- 0.48 |
1.63 +- 0.06 |
145.37 +- 0.53 |
1.96 +- 0.07 |
1.37 +- 0.05 |
1.43 +- 0.07 |
6.91 |
0.00 |
WJets |
24.51 +- 0.74 |
1.46 +- 0.18 |
10.13 +- 0.48 |
0.60 +- 0.08 |
0.61 +- 0.11 |
0.99 +- 0.23 |
-0.06 |
0.95 |
ZJetsToNuNu |
3.48 +- 0.27 |
0.97 +- 0.14 |
0.85 +- 0.13 |
0.24 +- 0.05 |
0.43 +- 0.09 |
0.55 +- 0.17 |
-1.81 |
0.49 |
TTV |
2.09 +- 0.09 |
0.11 +- 0.02 |
4.09 +- 0.12 |
0.21 +- 0.04 |
0.18 +- 0.03 |
1.15 +- 0.27 |
0.59 |
0.79 |
QCD |
4459.36 +- 49.35 |
1.91 +- 1.11 |
1666.13 +- 31.36 |
0.71 +- 0.42 |
0.13 +- 0.09 |
5.49 +- 5.04 |
1.37 |
1.00 |
DibosonDec |
1.85 +- 0.36 |
0.05 +- 0.01 |
1.10 +- 0.28 |
0.03 +- 0.01 |
0.06 +- 0.03 |
0.44 +- 0.28 |
-1.11 |
0.88 |
Sum Bkg. |
4612.10 +- 49.36 |
6.13 +- 1.14 |
1827.65 +- 31.37 |
3.75 +- 0.19 |
2.79 +- 0.19 |
1.34 +- 0.11 |
3.63 |
- |
Combined Bkg. |
|
|
|
2.68 +- 0.18 |
2.79 +- 0.03 |
0.96 +- 0.07 |
-0.62 |
- |
5 fb^-1
Sample |
A (DPhi>2.8, SB) |
B (DPhi<2.8, SB) |
C (DPhi>2.8, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.8, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJets |
53.61 +- 2.96 |
14.87 +- 1.56 |
3.76 +- 0.78 |
1.04 +- 0.25 |
1.14 +- 0.43 |
0.91 +- 0.41 |
-0.20 |
0.91 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJets |
146.60 +- 4.89 |
1.14 +- 0.43 |
289.27 +- 6.88 |
2.26 +- 0.86 |
1.14 +- 0.43 |
1.97 +- 1.06 |
1.16 |
0.01 |
WJets |
18.86 +- 0.69 |
1.06 +- 0.16 |
6.87 +- 0.42 |
0.39 +- 0.07 |
0.43 +- 0.10 |
0.90 +- 0.27 |
-0.35 |
0.67 |
ZJets |
2.05 +- 0.10 |
0.46 +- 0.05 |
0.73 +- 0.06 |
0.16 +- 0.02 |
0.13 +- 0.02 |
1.22 +- 0.28 |
0.89 |
0.46 |
QCD |
2130.25 +- 116.64 |
0.00 +- 0.00 |
746.89 +- 75.63 |
0.00 +- 0.00 |
0.00 +- 0.00 |
|
|
1.00 |
T_tW |
6.36 +- 1.07 |
0.00 +- 0.00 |
7.45 +- 1.16 |
0.00 +- 0.00 |
0.00 +- 0.00 |
|
|
1.00 |
Sum Bkg. |
2304.12 +- 116.75 |
2.67 +- 0.46 |
1051.20 +- 75.95 |
2.81 +- 0.74 |
1.71 +- 0.45 |
1.64 +- 0.61 |
1.27 |
|
All Bkg. |
2304.12 +- 116.75 |
2.67 +- 0.46 |
1051.20 +- 75.95 |
1.22 +- 0.24 |
1.71 +- 0.45 |
0.71 +- 0.23 |
-0.97 |
1.00 |
Combined Bkg. |
|
|
|
1.59 +- 0.07 |
1.71 +- 0.20 |
0.93 +- 0.12 |
-0.55 |
|
T5ttttDeg _4bodydec_mGo1300 |
0.94 +- 0.07 |
1.74 +- 0.10 |
2.95 +- 0.12 |
5.46 +- 0.55 |
6.02 +- 0.18 |
0.91 +- 0.10 |
-0.96 |
0.87 |
T5ttttDeg _3bodydec_mGo1300 |
1.05 +- 0.07 |
1.94 +- 0.10 |
3.18 +- 0.13 |
5.88 +- 0.57 |
5.99 +- 0.18 |
0.98 +- 0.10 |
-0.18 |
0.87 |
T5ttttDeg _4bodydec_mGo1000 |
5.12 +- 0.40 |
5.25 +- 0.40 |
13.30 +- 0.64 |
13.63 +- 1.64 |
16.02 +- 0.71 |
0.85 +- 0.11 |
-1.34 |
0.70 |
T5ttttDeg _3bodydec_mGo1000 |
4.21 +- 0.36 |
5.36 +- 0.41 |
13.33 +- 0.64 |
16.95 +- 2.11 |
15.12 +- 0.68 |
1.12 +- 0.15 |
0.82 |
0.21 |
T1tttt_mGl1500_mLSP100 |
1.16 +- 0.03 |
0.89 +- 0.02 |
4.56 +- 0.06 |
3.48 +- 0.13 |
3.66 +- 0.05 |
0.95 +- 0.04 |
-1.23 |
0.42 |
TTJest (10 fb^-1)
Sample |
A (DPhi>2.8, SB) |
B (DPhi<2.8, SB) |
C (DPhi>2.8, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.8, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJets |
107.21 +- 5.92 |
29.74 +- 3.12 |
7.52 +- 1.57 |
2.09 +- 0.50 |
2.29 +- 0.86 |
0.91 +- 0.41 |
-0.20 |
0.91 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
KS test |
TTJets |
293.19 +- 9.79 |
2.29 +- 0.86 |
578.54 +- 13.75 |
4.51 +- 1.72 |
2.29 +- 0.86 |
1.97 +- 1.06 |
1.16 |
0.01 |
WJets |
37.73 +- 1.38 |
2.12 +- 0.33 |
13.74 +- 0.83 |
0.77 +- 0.13 |
0.86 +- 0.21 |
0.90 +- 0.27 |
-0.35 |
0.67 |
ZJets |
4.11 +- 0.19 |
0.92 +- 0.09 |
1.46 +- 0.12 |
0.33 +- 0.04 |
0.27 +- 0.05 |
1.22 +- 0.28 |
0.89 |
0.46 |
QCD |
4260.50 +- 233.28 |
0.00 +- 0.00 |
1493.78 +- 151.25 |
0.00 +- 0.00 |
0.00 +- 0.00 |
|
|
1.00 |
T_tW |
12.72 +- 2.15 |
0.00 +- 0.00 |
14.89 +- 2.33 |
0.00 +- 0.00 |
0.00 +- 0.00 |
|
|
1.00 |
Sum Bkg. |
4608.24 +- 233.50 |
5.33 +- 0.93 |
2102.41 +- 151.90 |
5.61 +- 2.97 |
3.41 +- 0.89 |
1.64 +- 0.97 |
0.71 |
|
All Bkg. |
4608.24 +- 233.50 |
5.33 +- 0.93 |
2102.41 +- 151.90 |
2.43 +- 0.48 |
3.41 +- 0.89 |
0.71 +- 0.23 |
-0.97 |
1.00 |
Combined Bkg. |
|
|
|
3.18 +- 0.27 |
3.41 +- 0.79 |
0.93 +- 0.23 |
-0.27 |
|
T5ttttDeg _4bodydec_mGo1300 |
1.88 +- 0.14 |
3.48 +- 0.19 |
5.90 +- 0.25 |
10.92 +- 1.11 |
12.03 +- 0.35 |
0.91 +- 0.10 |
-0.96 |
0.87 |
T5ttttDeg _3bodydec_mGo1300 |
2.10 +- 0.15 |
3.89 +- 0.20 |
6.36 +- 0.26 |
11.76 +- 1.14 |
11.98 +- 0.35 |
0.98 +- 0.10 |
-0.18 |
0.87 |
T5ttttDeg _4bodydec_mGo1000 |
10.24 +- 0.80 |
10.49 +- 0.81 |
26.60 +- 1.29 |
27.25 +- 3.27 |
32.04 +- 1.41 |
0.85 +- 0.11 |
-1.34 |
0.70 |
T5ttttDeg _3bodydec_mGo1000 |
8.43 +- 0.72 |
10.72 +- 0.82 |
26.65 +- 1.29 |
33.90 +- 4.22 |
30.25 +- 1.37 |
1.12 +- 0.15 |
0.82 |
0.82 |
T1tttt_mGl1500_mLSP100 |
2.33 +- 0.06 |
1.78 +- 0.05 |
9.12 +- 0.11 |
6.97 +- 0.27 |
7.32 +- 0.10 |
0.95 +- 0.04 |
-1.23 |
0.83 |
TT
Sample |
A (DPhi>2.8, SB) |
B (DPhi<2.8, SB) |
C (DPhi>2.8, Sig.B.) |
D = B*C/A pred. |
D (DPhi<2.8, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
TT |
355.88 +- 31.46 |
86.19 +- 15.48 |
44.48 +- 11.12 |
10.77 +- 3.45 |
2.78 +- 2.78 |
3.88 +- 4.07 |
1.80 |
Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D = B*C/A pred. |
D (R>0.4, Sig.B.) obs. |
Ratio pred./obs. |
Pull (pred-obs)/error |
TT |
1215.00 +- 58.12 |
13.90 +- 6.22 |
1732.13 +- 69.40 |
19.82 +- 8.95 |
2.78 +- 2.78 |
7.13 +- 7.82 |
1.82 |
WJets |
37.73 +- 1.38 |
2.12 +- 0.33 |
13.74 +- 0.83 |
0.77 +- 0.13 |
0.86 +- 0.21 |
0.90 +- 0.27 |
-0.35 |
ZJets |
4.11 +- 0.19 |
0.92 +- 0.09 |
1.46 +- 0.12 |
0.33 +- 0.04 |
0.27 +- 0.05 |
1.22 +- 0.28 |
0.89 |
QCD |
4260.50 +- 233.28 |
0.00 +- 0.00 |
1493.78 +- 151.25 |
0.00 +- 0.00 |
0.00 +- 0.00 |
-nan +- -nan |
-nan |
T_tW |
12.72 +- 2.15 |
0.00 +- 0.00 |
14.89 +- 2.33 |
0.00 +- 0.00 |
0.00 +- 0.00 |
-nan +- -nan |
-nan |
Sum Bkg. |
5530.04 +- 240.42 |
16.94 +- 6.23 |
3256.00 +- 166.43 |
20.92 +- 80.10 |
3.91 +- 2.79 |
5.36 +- 20.86 |
0.21 |
All Bkg. |
4608.24 +- 233.50 |
5.33 +- 0.93 |
2102.41 +- 151.90 |
2.43 +- 0.48 |
3.41 +- 0.89 |
0.71 +- 0.23 |
-0.97 |
Combined Bkg. |
|
|
|
11.87 +- 11.92 |
3.91 +- 7.78 |
3.04 +- 6.78 |
0.56 |
T5ttttDeg _4bodydec_mGo1300 |
1.88 +- 0.14 |
3.48 +- 0.19 |
5.90 +- 0.25 |
10.92 +- 1.11 |
12.03 +- 0.35 |
0.91 +- 0.10 |
-0.96 |
bad (prev, manual)
TT Sample |
A (DPhi>2.8, SB) |
B (DPhi<2.8, SB) |
C (DPhi>2.8, Sig.B.) |
|
D = B*C/A pred. |
|
D (DPhi<2.8, Sig.B.) obs. |
Ratio pred./obs. |
TTJets |
38.90 +- 3.57 |
11.44 +- 1.93 |
7.52 +- 1.57 |
|
2.21 +- 0.63 |
|
2.29 +- 0.86 |
0.97 +- 0.46 |
Multijet Sample |
A (R<0.4, SB) |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D (R fit, Sig.B.) pred. |
D = B*C/A pred. |
D = B (R fit, SB) * C/A pred. |
D (R>0.4, Sig.B.) obs. |
|
WJets |
37.73 +- 1.38 |
1.62 +- 0.29 |
13.74 +- 0.83 |
0.75 +- 0.23 |
0.59 +- 0.11 |
0.65 +- 0.10 |
0.76 +- 0.20 |
|
ZJets |
4.11 +- 0.19 |
0.59 +- 0.07 |
1.46 +- 0.12 |
0.27 +- 0.06 |
0.21 +- 0.03 |
0.28 +- 0.04 |
0.12 +- 0.03 |
|
QCD |
4260.50 +- 170.30 |
0.00 +- 0.00 |
1493.78 +- 100.84 |
0.01 +- 0.09 |
0.00 +- 0.00 |
0.00 +- 0.00 |
0.00 +- 0.00 |
|
T_tW |
12.72 +- 2.12 |
0.00 +- 0.00 |
14.89 +- 2.30 |
0.06 +- 0.11 |
0.00 +- 0.00 |
0.03 +- 0.06 |
0.00 +- 0.00 |
|
Sum Bkg. |
4315.05 +- 170.32 |
2.21 +- 0.30 |
1523.86 +- 100.87 |
1.10 +- 0.27 |
0.80 +- 0.01 |
0.96 +- 0.13 |
0.88 +- 0.20 |
|
Sum All Bkg. |
|
|
|
|
3.01 |
|
3.17 |
|
T5ttttDeg _4bodydec_mGo1300 |
1.88 +- 0.78 |
2.86 +- 0.97 |
5.90 +- 1.39 |
5.63 +- 0.24 |
8.95 +- 5.24 |
|
10.02 +- 1.81 |
|
Best cut |
T5ttttDeg_4bodydec_mGo1300 |
T5ttttDeg_3bodydec_mGo1300 |
TTJets |
WJets_HT |
ZJets_HT |
QCD_HT |
T_tW |
All bg |
Smin = Eff./(5/2+sqrt(B)) |
No cut |
23.47 |
24.17 |
4213.88 |
104.94 |
7.60 |
14906.68 |
72.73 |
19305.84 |
0.00707 |
HTall>2050 |
15.74 |
15.24 |
283.71 |
30.66 |
2.09 |
1306.98 |
15.65 |
1639.08 |
0.01467 |
DPhi<2.3 |
10.80 |
10.70 |
107.54 |
3.18 |
0.43 |
258.67 |
4.74 |
374.57 |
0.02025 |
R>0.45 |
10.35 |
10.11 |
2.29 |
0.76 |
0.15 |
0.00 |
0.36 |
3.55 |
0.09538 |
DPhi<2.7 && HTall>2050 |
11.78 |
11.38 |
82.04 |
5.30 |
0.57 |
258.67 |
5.10 |
351.69 |
0.02216 |
R>0.45 && HTall>1200 |
10.34 |
10.11 |
2.29 |
0.76 |
0.15 |
0.00 |
0.36 |
3.55 |
0.09538 |
R>0.36 && DPhi<2.75 |
13.46 |
13.33 |
2.29 |
1.11 |
0.30 |
0.00 |
0.00 |
3.70 |
0.12461 |
R>0.36 && DPhi<2.75 && HTall>1100 |
13.46 |
13.33 |
2.29 |
1.11 |
0.30 |
0.00 |
0.00 |
3.70 |
0.12461 |
Sample |
A (R<0.4, SB) |
B (R fit, SB) pred. |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D (R fit, Sig.B.) pred. |
D = B*C/A pred. |
D = B (R fit, SB) * C/A pred. |
D (R>0.4, Sig.B.) obs. |
Statistics in D |
TTJets |
291.89 +- 9.77 |
1.26 +- 0.34 |
2.29 +- 0.86 |
578.22 +- 13.75 |
1.68 +- 0.40 |
4.53 +- 1.72 |
2.49 +- 0.68 |
2.29 +- 0.86 |
7 |
WJets_HT |
37.42 +- 1.37 |
1.90 +- 0.28 |
2.12 +- 0.33 |
13.59 +- 0.83 |
0.66 +- 0.19 |
0.77 +- 0.13 |
0.69 +- 0.11 |
0.86 +- 0.21 |
17 |
ZJets_HT |
3.76 +- 0.19 |
0.75 +- 0.07 |
0.92 +- 0.09 |
1.38 +- 0.11 |
0.25 +- 0.05 |
0.34 +- 0.05 |
0.28 +- 0.04 |
0.27 +- 0.05 |
29 |
QCD_HT |
4260.50 +- 170.30 |
0.08 +- 0.11 |
0.00 +- 0.00 |
1493.78 +- 100.84 |
0.03 +- 0.07 |
0.00 +- 0.00 |
0.03 +- 0.04 |
0.00 +- 0.00 |
0 |
T_tW |
12.72 +- 2.12 |
0.03 +- 0.05 |
0.00 +- 0.00 |
14.89 +- 2.30 |
0.06 +- 0.11 |
0.00 +- 0.00 |
0.03 +- 0.06 |
0.00 +- 0.00 |
0 |
SUM |
4606.28 +- 170.60 |
4.02 +- 0.46 |
5.33 +- 0.93 |
2101.85 +- 101.80 |
2.68 +- 0.47 |
5.64 +- 2.99 |
3.51 +- 0.70 |
3.41 +- 0.89 |
|
Sample |
A (R<0.4, Sideband) |
B (R fit in Sideband) pred. |
B (R>0.4, Sideband) |
C (R<0.4, Signal band) |
D (R fit in C) pred. |
D = B*C/A pred. |
D = B (R fit in Sideband) * C/A |
D (R>0.4, Signal band) obs. |
Nevent in D |
TTJets |
288.62 +- 9.71 |
2.94 +- 0.65 |
5.23 +- 1.31 |
573.97 +- 13.70 |
4.13 +- 0.80 |
10.40 +- 2.64 |
5.86 +- 1.32 |
3.92 +- 1.13 |
12 |
WJets_HT |
36.01 +- 1.35 |
3.01 +- 0.37 |
3.13 +- 0.40 |
13.33 +- 0.82 |
1.07 +- 0.25 |
1.16 +- 0.17 |
1.12 +- 0.16 |
1.11 +- 0.24 |
22 |
ZJets_HT |
3.43 +- 0.18 |
1.02 +- 0.08 |
1.27 +- 0.11 |
1.17 +- 0.10 |
0.34 +- 0.06 |
0.43 +- 0.06 |
0.35 +- 0.05 |
0.34 +- 0.06 |
37 |
QCD_HT |
4260.50 +- 170.30 |
1.20 +- 0.76 |
0.00 +- 0.00 |
1493.78 +- 100.84 |
0.23 +- 0.30 |
0.00 +- 0.00 |
0.42 +- 0.27 |
0.00 +- 0.00 |
0 |
T_tW |
12.72 +- 2.12 |
0.64 +- 0.94 |
0.00 +- 0.00 |
14.89 +- 2.30 |
0.23 +- 0.34 |
0.00 +- 0.00 |
0.74 +- 1.12 |
0.00 +- 0.00 |
0 |
DYJets_HT |
6.21 +- 0.17 |
0.03 +- 0.01 |
0.05 +- 0.02 |
3.90 +- 0.14 |
0.01 +- 0.00 |
0.03 +- 0.01 |
0.02 +- 0.00 |
0.02 +- 0.01 |
4 |
SUM |
4607.48 +- 170.60 |
8.85 +- 1.43 |
9.68 +- 1.37 |
2101.04 +- 101.79 |
6.01 +- 0.96 |
12.02 +- 6.98 |
8.51 +- 1.76 |
5.39 +- 1.16 |
|
Sample |
A (R<0.4, SB) |
B (R fit, SB) pred. |
B (R>0.4, SB) |
C (R<0.4, Sig.B.) |
D (R fit, Sig.B.) pred. |
D = B*C/A pred. |
D = B (R fit, SB) * C/A pred. |
D (R>0.4, Sig.B.) obs. |
Statistics in D |
TTJets |
291.89 +- 9.77 |
1.26 +- 0.34 |
2.29 +- 0.86 |
578.22 +- 13.75 |
1.68 +- 0.40 |
4.53 +- 1.72 |
2.49 +- 0.68 |
2.29 +- 0.86 |
7 |
WJets_HT |
37.42 +- 1.37 |
1.90 +- 0.28 |
2.12 +- 0.33 |
13.59 +- 0.83 |
0.66 +- 0.19 |
0.77 +- 0.13 |
0.69 +- 0.11 |
0.86 +- 0.21 |
17 |
ZJets_HT |
3.76 +- 0.19 |
0.75 +- 0.07 |
0.92 +- 0.09 |
1.38 +- 0.11 |
0.25 +- 0.05 |
0.34 +- 0.05 |
0.28 +- 0.04 |
0.27 +- 0.05 |
29 |
QCD_HT |
4260.50 +- 170.30 |
0.08 +- 0.11 |
0.00 +- 0.00 |
1493.78 +- 100.84 |
0.03 +- 0.07 |
0.00 +- 0.00 |
0.03 +- 0.04 |
0.00 +- 0.00 |
0 |
T_tW |
12.72 +- 2.12 |
0.03 +- 0.05 |
0.00 +- 0.00 |
14.89 +- 2.30 |
0.06 +- 0.11 |
0.00 +- 0.00 |
0.03 +- 0.06 |
0.00 +- 0.00 |
0 |
SUM |
4606.28 +- 170.60 |
4.02 +- 0.46 |
5.33 +- 0.93 |
2101.85 +- 101.80 |
2.68 +- 0.47 |
5.64 +- 2.99 |
3.51 +- 0.70 |
3.41 +- 0.89 |
|
Sample |
A (R<0.4, Sideband) |
B (R fit in Sideband) pred. |
B (R>0.4, Sideband) |
C (R<0.4, Signal band) |
D (R fit in C) pred. |
D = B*C/A pred. |
D = B (R fit in Sideband) * C/A |
D (R>0.4, Signal band) obs. |
Nevent in D |
TTJets |
293.85 +- 9.80 |
0.54 +- 0.17 |
0.98 +- 0.57 |
579.52 +- 13.76 |
0.68 +- 0.19 |
1.93 +- 1.12 |
1.06 +- 0.34 |
0.65 +- 0.46 |
2 |
WJets_HT |
38.48 +- 1.39 |
1.20 +- 0.21 |
0.86 +- 0.21 |
13.99 +- 0.84 |
0.41 +- 0.14 |
0.31 +- 0.08 |
0.44 +- 0.08 |
0.56 +- 0.17 |
11 |
ZJets_HT |
4.40 +- 0.20 |
0.55 +- 0.06 |
0.40 +- 0.06 |
1.58 +- 0.12 |
0.18 +- 0.04 |
0.14 +- 0.03 |
0.20 +- 0.03 |
0.09 +- 0.03 |
10 |
QCD_HT |
4260.50 +- 170.30 |
0.06 +- 0.05 |
0.00 +- 0.00 |
1493.78 +- 100.84 |
0.01 +- 0.02 |
0.00 +- 0.00 |
0.02 +- 0.02 |
0.00 +- 0.00 |
0 |
T_tW |
12.72 +- 2.12 |
0.21 +- 0.42 |
0.00 +- 0.00 |
14.89 +- 2.30 |
0.05 +- 0.11 |
0.00 +- 0.00 |
0.25 +- 0.50 |
0.00 +- 0.00 |
0 |
DYJets_HT |
6.26 +- 0.17 |
0.00 +- 0.00 |
0.01 +- 0.01 |
3.92 +- 0.14 |
0.00 +- 0.00 |
0.01 +- 0.01 |
0.00 +- 0.00 |
0.00 +- 0.00 |
1 |
SUM |
4616.21 +- 170.60 |
2.56 +- 0.51 |
2.25 +- 0.61 |
2107.68 +- 101.80 |
1.34 +- 0.27 |
2.40 +- 1.26 |
1.96 +- 0.61 |
1.31 +- 0.49 |
|
Cuts:
Sample |
A (R<0.4, NTop<2) |
B (R fit in AB) pred. |
B (R>0.4, NTop<2) |
C (R<0.4, NTop==2) |
D (R fit in C) pred. |
D = B*C/A pred. |
D = B (R fit in AB) * C/A |
D (R>0.4, NTop==2) obs. |
QCD_HT |
83138.57 +- 288.34 |
3.25 +- 0.21 |
47.65 +- 6.90 |
1493.78 +- 38.65 |
0.36 +- 0.30 |
0.86 +- 0.13 |
0.06 +- 0.00 |
0.00 +- 0.00 |
TTBar |
14434.63 +- 120.14 |
179.28 +- 9.26 |
142.81 +- 11.95 |
1678.70 +- 40.97 |
3.83 +- 1.39 |
16.61 +- 1.45 |
20.85 +- 1.20 |
2.69 +- 1.64 |
WJets_HT |
623.37 +- 24.97 |
38.08 +- 4.81 |
38.43 +- 6.20 |
13.69 +- 3.70 |
1.42 +- 2.54 |
0.84 +- 0.27 |
0.84 +- 0.25 |
0.86 +- 0.93 |
T_tW |
395.02 +- 19.88 |
4.86 +- 1.59 |
7.16 +- 2.68 |
14.64 +- 3.83 |
9.89 +- 56.84 |
0.27 +- 0.12 |
0.18 +- 0.08 |
0.00 +- 0.00 |
ZJets_HT |
71.62 +- 8.46 |
15.56 +- 3.38 |
17.16 +- 4.14 |
1.43 +- 1.20 |
0.41 +- 1.50 |
0.34 +- 0.30 |
0.31 +- 0.27 |
0.27 +- 0.52 |
DYJets_HT |
160.98 +- 12.69 |
0.31 +- 0.32 |
0.79 +- 0.89 |
3.92 +- 1.98 |
0.00 +- 0.04 |
0.02 +- 0.02 |
0.01 +- 0.01 |
0.01 +- 0.10 |
SUM |
98824.19 +- 314.36 |
241.34 +- 11.09 |
254.00 +- 15.94 |
3206.15 +- 56.62 |
15.91 +- 56.93 |
18.93 +- 2.31 |
22.24 +- 1.26 |
3.83 +- 1.96 |
Cutflow (latest):
- NTop_hadronic == 2
- Nlepton_veto == 0
Best cut |
T5ttttDeg 4bodydec mGo1300 |
T5ttttDeg 3bodydec mGo1300 |
QCD_HT |
QCD_Pt_bcToE |
TTBar |
GJets_HT |
WJets_HT |
T_tW |
TToLep_s_t |
ZJets_HT |
DYJets_HT |
All bg |
Smin = Eff./(5/2+sqrt(B)) |
No cut |
16.46 |
16.81 |
13569.47 |
44965.06 |
5257.04 |
194.89 |
35.20 |
49.68 |
1.72 |
6.81 |
4.32 |
64084.20 |
0.00391 |
HTall>2550 |
4.64 |
4.20 |
374.39 |
0.00 |
312.57 |
10.38 |
3.48 |
3.57 |
0.00 |
0.74 |
0.29 |
705.42 |
0.00861 |
DPhi<1.6 |
3.09 |
3.06 |
54.46 |
0.00 |
158.98 |
1.30 |
0.25 |
2.15 |
0.00 |
0.15 |
0.05 |
217.34 |
0.01055 |
R>0.44 |
7.99 |
7.36 |
0.00 |
0.00 |
2.69 |
0.00 |
0.35 |
0.00 |
0.00 |
0.14 |
0.03 |
3.22 |
0.10194 |
DPhi<2.7 && HTall>2100 |
7.64 |
6.74 |
197.41 |
0.00 |
301.79 |
5.53 |
1.77 |
2.86 |
0.00 |
0.47 |
0.18 |
510.00 |
0.01598 |
R>0.44 && HTall>1200 |
7.98 |
7.36 |
0.00 |
0.00 |
2.69 |
0.00 |
0.35 |
0.00 |
0.00 |
0.14 |
0.03 |
3.22 |
0.10194 |
R>0.35 && DPhi<2.8 |
10.02 |
9.84 |
0.00 |
0.00 |
0.00 |
0.05 |
0.61 |
0.00 |
0.00 |
0.32 |
0.02 |
1.00 |
0.16734 |
R>0.32 && DPhi<2.8 && HTall>1450 |
10.51 |
10.18 |
0.00 |
0.00 |
0.00 |
0.05 |
0.66 |
0.00 |
0.00 |
0.36 |
0.01 |
1.08 |
0.17126 |
Background estimate:
Preliminary:
Tight lepton veto (R>0.4, DPhi<2.8)
Sample |
A (R<0.4, NTop<2) |
B (R fit in AB) pred. |
B (R>0.4, NTop<2) |
C (R<0.4, NTop==2) |
D (R fit in C) pred. |
D = B*C/A pred. |
D = B (R fit in AB) * C/A |
D (R>0.4, NTop==2) obs. |
QCD_HT |
21031.78 +- 145.02 |
1.76 +- 0.24 |
20.42 +- 4.52 |
1480.16 +- 38.47 |
0.02 +- 0.02 |
1.44 +- 0.32 |
0.12 +- 0.02 |
0.00 +- 0.00 |
TTBar |
4179.23 +- 64.65 |
18.87 +- 2.43 |
35.03 +- 5.92 |
1331.10 +- 36.48 |
2.71 +- 1.12 |
11.16 +- 1.92 |
6.01 +- 0.80 |
2.69 +- 1.64 |
GJets_HT |
302.65 +- 17.40 |
0.01 +- 0.02 |
0.10 +- 0.31 |
24.66 +- 4.97 |
0.00 +- 0.00 |
0.01 +- 0.03 |
0.00 +- 0.00 |
0.05 +- 0.22 |
WJets_HT |
77.47 +- 8.80 |
5.33 +- 1.73 |
5.66 +- 2.38 |
5.86 +- 2.42 |
0.38 +- 1.13 |
0.43 +- 0.26 |
0.40 +- 0.22 |
0.51 +- 0.71 |
T_tW |
41.82 +- 6.47 |
0.54 +- 0.88 |
0.36 +- 0.60 |
10.70 +- 3.27 |
0.00 +- 0.02 |
0.09 +- 0.16 |
0.14 +- 0.23 |
0.00 +- 0.00 |
ZJets_HT |
16.23 +- 4.03 |
3.55 +- 1.38 |
4.34 +- 2.08 |
1.32 +- 1.15 |
0.41 +- 2.25 |
0.35 +- 0.36 |
0.29 +- 0.28 |
0.26 +- 0.51 |
DYJets_HT |
7.46 +- 2.73 |
0.09 +- 0.23 |
0.08 +- 0.28 |
0.80 +- 0.89 |
0.00 +- 0.04 |
0.01 +- 0.03 |
0.01 +- 0.03 |
0.01 +- 0.10 |
SUM |
25656.64 +- 160.18 |
30.15 +- 3.42 |
65.98 +- 8.12 |
2854.59 +- 53.43 |
3.53 +- 2.76 |
13.48 +- 4.00 |
6.97 +- 0.90 |
3.52 +- 1.87 |
Loose lepton veto (R>0.4, DPhi<2.8)
Sample |
A (R<0.4, NTop<2) |
B (R fit in AB) pred. |
B (R>0.4, NTop<2) |
C (R<0.4, NTop==2) |
D (R fit in C) pred. |
D = B*C/A pred. |
D = B (R fit in AB) * C/A |
D (R>0.4, NTop==2) obs. |
QCD_HT |
19513.78 +- 139.69 |
1.80 +- 0.25 |
13.61 +- 3.69 |
1344.02 +- 36.66 |
0.02 +- 0.02 |
0.94 +- 0.26 |
0.12 +- 0.02 |
0.00 +- 0.00 |
TTBar |
3599.90 +- 60.00 |
15.26 +- 2.21 |
26.95 +- 5.19 |
1158.65 +- 34.04 |
1.67 +- 0.80 |
8.67 +- 1.70 |
4.91 +- 0.73 |
0.00 +- 0.00 |
GJets_HT |
268.09 +- 16.37 |
0.01 +- 0.02 |
0.10 +- 0.31 |
21.30 +- 4.61 |
0.00 +- 0.00 |
0.01 +- 0.02 |
0.00 +- 0.00 |
0.05 +- 0.22 |
WJets_HT |
61.92 +- 7.87 |
4.74 +- 1.65 |
5.15 +- 2.27 |
4.70 +- 2.17 |
0.55 +- 1.92 |
0.39 +- 0.25 |
0.36 +- 0.21 |
0.45 +- 0.67 |
T_tW |
36.81 +- 6.07 |
0.45 +- 1.10 |
0.00 +- 0.00 |
9.26 +- 3.04 |
0.01 +- 0.08 |
0.00 +- 0.00 |
0.11 +- 0.28 |
0.00 +- 0.00 |
ZJets_HT |
14.81 +- 3.85 |
3.30 +- 1.33 |
3.96 +- 1.99 |
1.20 +- 1.09 |
0.41 +- 2.36 |
0.32 +- 0.34 |
0.27 +- 0.28 |
0.19 +- 0.44 |
DYJets_HT |
5.47 +- 2.34 |
0.07 +- 0.18 |
0.05 +- 0.22 |
0.55 +- 0.74 |
0.02 +- 0.23 |
0.00 +- 0.02 |
0.01 +- 0.02 |
0.01 +- 0.10 |
SUM |
23500.77 +- 153.30 |
25.63 +- 3.27 |
49.82 +- 7.06 |
2539.68 +- 50.40 |
2.68 +- 3.16 |
10.33 +- 3.13 |
5.78 +- 0.86 |
0.71 +- 0.84 |
Loose lepton veto (R>0.35, DPhi<2.8)
Sample |
A (R<0.4, NTop<2) |
B (R fit in AB) pred. |
B (R>0.4, NTop<2) |
C (R<0.4, NTop==2) |
D (R fit in C) pred. |
D = B*C/A pred. |
D = B (R fit in AB) * C/A |
D (R>0.4, NTop==2) obs. |
QCD_HT |
19500.17 +- 139.64 |
8.22 +- 0.90 |
13.61 +- 3.69 |
1344.02 +- 36.66 |
0.13 +- 0.11 |
0.94 +- 0.26 |
0.57 +- 0.06 |
0.00 +- 0.00 |
TTBar |
3543.32 +- 59.53 |
36.12 +- 4.22 |
37.72 +- 6.14 |
1147.87 +- 33.88 |
4.66 +- 1.78 |
12.22 +- 2.03 |
11.70 +- 1.42 |
0.00 +- 0.00 |
GJets_HT |
267.89 +- 16.37 |
0.05 +- 0.07 |
0.14 +- 0.38 |
21.25 +- 4.61 |
0.00 +- 0.02 |
0.01 +- 0.03 |
0.00 +- 0.01 |
0.05 +- 0.22 |
WJets_HT |
56.56 +- 7.52 |
7.35 +- 2.14 |
9.04 +- 3.01 |
4.34 +- 2.08 |
2.60 +- 16.28 |
0.69 +- 0.42 |
0.56 +- 0.33 |
0.61 +- 0.78 |
T_tW |
36.09 +- 6.01 |
0.83 +- 1.65 |
0.00 +- 0.00 |
9.26 +- 3.04 |
0.02 +- 0.18 |
0.00 +- 0.00 |
0.21 +- 0.43 |
0.00 +- 0.00 |
ZJets_HT |
12.72 +- 3.57 |
4.47 +- 1.61 |
5.88 +- 2.42 |
0.95 +- 0.97 |
0.39 +- 2.72 |
0.44 +- 0.50 |
0.33 +- 0.37 |
0.32 +- 0.57 |
DYJets_HT |
5.34 +- 2.31 |
0.13 +- 0.30 |
0.13 +- 0.36 |
0.55 +- 0.74 |
0.09 +- 1.75 |
0.01 +- 0.04 |
0.01 +- 0.04 |
0.02 +- 0.14 |
SUM |
23422.10 +- 153.04 |
57.18 +- 5.35 |
66.53 +- 8.16 |
2528.25 +- 50.28 |
7.90 +- 16.70 |
14.32 +- 4.62 |
13.40 +- 1.57 |
1.00 +- 1.00 |
Loose lepton veto (R>0.30, DPhi<2.8)
Sample |
A (R<0.4, NTop<2) |
B (R fit in AB) pred. |
B (R>0.4, NTop<2) |
C (R<0.4, NTop==2) |
D (R fit in C) pred. |
D = B*C/A pred. |
D = B (R fit in AB) * C/A |
D (R>0.4, NTop==2) obs. |
QCD_HT |
19364.02 +- 139.15 |
69.43 +- 3.16 |
27.23 +- 5.22 |
1344.02 +- 36.66 |
4.97 +- 1.19 |
1.89 +- 0.37 |
4.82 +- 0.26 |
0.00 +- 0.00 |
TTBar |
3392.42 +- 58.24 |
85.48 +- 7.66 |
94.31 +- 9.71 |
1118.23 +- 33.44 |
10.55 +- 3.78 |
31.09 +- 3.38 |
28.18 +- 2.70 |
10.78 +- 3.28 |
GJets_HT |
266.60 +- 16.33 |
0.61 +- 0.27 |
0.34 +- 0.58 |
21.20 +- 4.60 |
0.04 +- 0.07 |
0.03 +- 0.05 |
0.05 +- 0.02 |
0.10 +- 0.31 |
WJets_HT |
49.90 +- 7.06 |
11.38 +- 2.75 |
14.39 +- 3.79 |
3.74 +- 1.93 |
133.96 +- 3172.09 |
1.08 +- 0.64 |
0.85 +- 0.50 |
0.96 +- 0.98 |
T_tW |
33.59 +- 5.80 |
0.77 +- 0.87 |
0.72 +- 0.85 |
9.26 +- 3.04 |
0.05 +- 0.15 |
0.20 +- 0.24 |
0.21 +- 0.25 |
0.00 +- 0.00 |
ZJets_HT |
9.98 +- 3.16 |
7.11 +- 2.35 |
7.96 +- 2.82 |
0.84 +- 0.92 |
0.24 +- 6.29 |
0.67 +- 0.80 |
0.60 +- 0.71 |
0.57 +- 0.76 |
DYJets_HT |
5.10 +- 2.26 |
0.27 +- 0.47 |
0.26 +- 0.51 |
0.50 +- 0.71 |
0.12 +- 1.99 |
0.03 +- 0.06 |
0.03 +- 0.06 |
0.02 +- 0.14 |
SUM |
23121.62 +- 152.06 |
175.04 +- 9.09 |
145.21 +- 12.05 |
2497.79 +- 49.98 |
149.93 +- 3172.10 |
34.97 +- 12.65 |
34.73 +- 2.86 |
12.42 +- 3.52 |
|