Event Selection using Run2
Kenji Hamano
Last modified : Mar 21, 2007
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Event Selection
R16b skims Run2 was used.
On Peak data luminosity: 59.4 fb-1
All numbers are luminosity normalised to OnPeak data
Dp = number of OnPeak data candidates in the D mass peak region
Ds = number of OnPeak data candidates in the D mass sideband region
Sp = number of signal candidates in the D mass peak region
Bp = number of backgorund candidates in the D mass peak region using OffPaek data
Ss = number of signal candidates in the D mass sideband region
Bs = number of backgorund candidates in the D mass sideband region using OffPaek data
Err = uncertainty on signal after D mass sideband subtraction using OffPaek data
= sqrt(Sp + Bp + Ss + Bs)/(Sp - Ss)
Bp (MC) = number of backgorund candidates in the D mass peak region using ccbar, uds and tautau MC.
Bs (MC) = number of backgorund candidates in the D mass sideband region using ccbar, uds and tautau MC.
Err (MC) = uncertainty on signal after D mass sideband subtraction using ccbar, uds and tautau MC.
= sqrt(Sp + Bp (MC) + Ss + Bs (MC))/(Sp - Ss)
Decay Chain Fitting by Hulsbergen
1. BToDlnu skim + D reconstruction mode selection
Select only : D0 -> K Pi, and D+ -> K Pi Pi
| D0 | D+ | Sum |
Dp | 3451070 | 4159486 | 7610556 |
Ds | 2944833 | 3817929 | 6762760 |
Sp | 285073 | 170819 | 455892 |
Bp | 3166004 | 3844788 | 7010793 |
Ss | 14535 | 8109 | 22645 |
Bs | 2916710 | 3623976 | 6540690 |
Err | 0.009338 | 0.01699 | 0.008645 |
Bp (MC) | 2641764 | 3773788 | 6415553 |
Bs (MC) | 2408973 | 3563890 | 5972860 |
Err (MC) | 0.008550 | 0.01685 | 0.008279 |
New Plots :
Lepton momentum with OffPeak
D momentum with OffPeak
cosBY with OffPeak
D momentum : Bin by bin D0
D momentum : Bin by bin D+
Plots :
D mass with OffPeak data
D mass with qqbar MC
Lepton momentum with OffPeak
D momentum with OffPeak
cosBY with OffPeak
Lepton momentum with OffPeak (3D binned)
D momentum with OffPeak (3D binned)
cosBY with OffPeak (3D binned)
Lepton momentum with OffPeak (Bin by bin, D0)
Lepton momentum with OffPeak (Bin by bin, Dch)
D momentum with OffPeak (Bin by bin, D0)
D momentum with OffPeak (Bin by bin, Dch)
cosBY with OffPeak (Bin by bin, D0)
cosBY with OffPeak (Bin by bin, Dch)
Electron only
Err = 0.01161
Err (MC) = 0.01051
D mass plots :
D mass with OffPeak data
D mass with qqbar MC
Muon only
Err = 0.01295
Err (MC) = 0.01314
D mass plots :
D mass with OffPeak data
D mass with qqbar MC
2. Tihghter Kaon Selection
Use KMicroNotPion selector
| D0 | D+ | Sum |
Dp | 1415443 | 4159481 | 5574924 |
Ds | 915899 | 3817921 | 4733820 |
Sp | 278235 | 170819 | 449054 |
Bp | 1129791 | 3844788 | 4974579 |
Ss | 13848 | 8109 | 21957 |
Bs | 884724 | 3623976 | 4508700 |
Err | 0.005744 | 0.01699 | 0.007387 |
Bp (MC) | 996013 | 3773788 | 4769802 |
Bs (MC) | 762145 | 3563890 | 4326040 |
Err (MC) | 0.005416 | 0.01685 | 0.007241 |
Plots :
D mass with OffPeak data
D mass with qqbar MC
Lepton momentum with OffPeak (3D binned)
D momentum with OffPeak (3D binned)
cosBY with OffPeak (3D binned)
Lepton momentum with OffPeak (Bin by bin, D0)
Lepton momentum with OffPeak (Bin by bin, Dch)
D momentum with OffPeak (Bin by bin, D0)
D momentum with OffPeak (Bin by bin, Dch)
cosBY with OffPeak (Bin by bin, D0)
cosBY with OffPeak (Bin by bin, Dch)
Electron only
Err = 0.009772
Err (MC) = 0.009241
D mass plots :
D mass with OffPeak data
D mass with qqbar MC
Muon only
Err = 0.01125
Err (MC) = 0.01144
D mass plots :
D mass with OffPeak data
D mass with qqbar MC
3. D and B vertexing
Tihghter Kaon Selection is applied.
D and B vertexing using TreeFitter
Err (D0 only) | no cut | D prob > 0.0001 | 0.001 | 0.01 | 0.1 |
no cut | 0.005744 | 0.005344 | 0.005294 | 0.005224 | 0.005260 |
B prob > 0.0001 | 0.005059 | 0.005051 | 0.005029 | 0.004989 | 0.005053 |
0.001 | 0.004979 | 0.004979 | 0.004970 | 0.004940 | 0.005013 |
0.01 | 0.004870 | 0.004870 | 0.004870 | 0.004863 | 0.004950 |
0.1 | 0.004815 | 0.004815 | 0.004815 | 0.004815 | 0.004889 |
Err (D+ only) | no cut | D prob > 0.0001 | 0.001 | 0.01 | 0.1 |
no cut | 0.016996 | 0.014602 | 0.014429 | 0.014178 | 0.014062 |
B prob > 0.0001 | 0.014156 | 0.014135 | 0.014027 | 0.013827 | 0.013750 |
0.001 | 0.013916 | 0.013915 | 0.013887 | 0.013729 | 0.013679 |
0.01 | 0.013558 | 0.013558 | 0.013558 | 0.013529 | 0.013549 |
0.1 | 0.013241 | 0.013240 | 0.013240 | 0.013240 | 0.013326 |
Err (D0 + D+) | no cut | D prob > 0.0001 | 0.001 | 0.01 | 0.1 |
no cut | 0.00738718 | 0.006407 | 0.006323 | 0.006202 | 0.006151 |
B prob > 0.0001 | 0.006177 | 0.006167 | 0.006114 | 0.006018 | 0.005987 |
0.001 | 0.006065 | 0.006065 | 0.006051 | 0.005973 | 0.005954 |
0.01 | 0.005901 | 0.005902 | 0.005902 | 0.005890 | 0.005900 |
0.1 | 0.005761 | 0.005761 | 0.005761 | 0.005761 | 0.005843 |
Sp (D0 + D+) | no cut | D prob > 0.0001 | 0.001 | 0.01 | 0.1 |
no cut | 449054 | 435123 | 432039 | 424285 | 385758 |
B prob > 0.0001 | 430717 | 430146 | 427671 | 420432 | 382648 |
0.001 | 426718 | 426714 | 425693 | 418989 | 381645 |
0.01 | 417204 | 417201 | 417201 | 414308 | 378830 |
0.1 | 376526 | 376524 | 376524 | 376524 | 361481 |
Best uncertainty is given by D prob > 0.01 and B prob > 0.1
But, since no big difference on uncertainties, we prefer looser cut.
Thus, the best cut is D prob > 0.001 and B prob > 0.01
In case of D prob > 0.001 and B prob > 0.01 :
| D0 | D+ | Sum |
Dp | 969164 | 2259010 | 3228180 |
Ds | 530827 | 1971310 | 2502140 |
Sp | 262733 | 154468 | 417201 |
Bp | 719464 | 2066000 | 2785470 |
Ss | 10387 | 4767 | 15154 |
Bs | 517713 | 1894350 | 2412060 |
Err | 0.004870 | 0.01355 | 0.005901 |
Bp (MC) | 678320 | 2056620 | 2734940 |
Bs (MC) | 483935 | 1888650 | 2372590 |
Err (MC) | 0.004747 | 0.01353 | 0.005854 |
This keeps number of signal candidates of
(417201 - 15154) / (449054 - 21957) * 100 = 94 %
D mass plots :
D mass with OffPeak data
Lepton momentum with OffPeak (3D binned)
D momentum with OffPeak (3D binned)
cosBY with OffPeak (3D binned)
Lepton momentum with OffPeak (Bin by bin, D0)
Lepton momentum with OffPeak (Bin by bin, Dch)
D momentum with OffPeak (Bin by bin, D0)
D momentum with OffPeak (Bin by bin, Dch)
cosBY with OffPeak (Bin by bin, D0)
cosBY with OffPeak (Bin by bin, Dch)
Electron only
D mass with OffPeak data
Muon only
D mass with OffPeak data
4. Thrust cut
Tihghter Kaon Selection is applied.
D prob > 0.001 and B prob > 0.01 applied
Using thrust of Dl and non-Dl, apply cuts on |cosTheta_{Dl-nonDl}|
| Sp (D0 + D+) | Err (D0 + D+) |
no cut | 414308 | 0.005890 |
|cosTheta| < 0.96 | 397357 | 0.005706 |
0.92 | 377906 | 0.005624 |
0.88 | 358736 | 0.005602 |
0.84 | 339991 | 0.005617 |
0.80 | 321478 | 0.005666 |
Best uncertainty is given by |cosTheta_{Dl-nonDl}| < 0.88
But, since no big difference on uncertainties, we prefer looser cut.
Thus, the best cut is |cosTheta_{Dl-nonDl}| < 0.92
In case of |cosTheta_{Dl-nonDl}| < 0.92 :
| D0 | D+ | Sum |
Dp | 707341 | 1714233 | 2421574 |
Ds | 351149 | 1488430 | 1839579 |
Sp | 237806 | 140100 | 377906 |
Bp | 485686 | 1549233 | 2034919 |
Ss | 9210 | 4280 | 13490 |
Bs | 343352 | 1430982 | 1774335 |
Err | 0.004538 | 0.013015 | 0.005624 |
Bp (MC) | 459575 | 1541283 | 2000859 |
Bs (MC) | 323668 | 1426667 | 1750335 |
Err (MC) | 0.004440 | 0.012989 | 0.005585 |
This keeps number of signal candidates of
(375285 - 13260) / (417201 - 15154) * 100 = 90 %
D mass plots :
D mass with OffPeak data
New Plots :
Lepton momentum with OffPeak
D momentum with OffPeak
cosBY with OffPeak
D momentum : Bin by bin D0
D momentum : Bin by bin D+
Plots :
Lepton momentum with OffPeak (3D binned)
D momentum with OffPeak (3D binned)
cosBY with OffPeak (3D binned)
Lepton momentum with OffPeak (Bin by bin, D0)
Lepton momentum with OffPeak (Bin by bin, Dch)
D momentum with OffPeak (Bin by bin, D0)
D momentum with OffPeak (Bin by bin, Dch)
cosBY with OffPeak (Bin by bin, D0)
cosBY with OffPeak (Bin by bin, Dch)
Electron only
D mass with OffPeak data
Muon only
D mass with OffPeak data
5. Bhabha veto
Tihghter Kaon Selection is applied.
D prob > 0.01 and B prob > 0.01 applied
|cosTheta_{Dl-nonDl}| < 0.92 applied
| D0 | D+ | Sum |
Dp | 657709 | 1675082 | 2332791 |
Ds | 308685 | 1452006 | 1760691 |
Sp | 234036 | 138905 | 372941 |
Bp | 440150 | 1513040 | 1953191 |
Ss | 8795 | 4167 | 12963 |
Bs | 302425 | 1395802 | 1698227 |
Err | 0.004407 | 0.012966 | 0.005582 |
Bp (MC) | 446040 | 1509871 | 1955911 |
Bs (MC) | 313360 | 1396150 | 1709511 |
Err (MC) | 0.004445 | 0.012960 | 0.005591 |
No significant effect.
D mass plots :
D mass with OffPeak data
Electron only
D mass with OffPeak data
Muon only
D mass with OffPeak data
Cut flow table.
Yeild = sideband subtracted number of candidates.
cuts | OnPeak yeild | efficiency | cumultive efficiency | OffPeak yeild | efficiency | cumultive efficiency |
BToDlnu skim | 849660 | n/a | n/a | 241662 | n/a | n/a |
Tight K | 842966 | 0.9921 | 0.9921 | 237307 | 0.9820 | 0.9820 |
Vertexing | 727144 | 0.8626 | 0.8558 | 189901 | 0.8002 | 0.7858 |
Thrust cut | 583606 | 0.8026 | 0.6869 | 103999 | 0.5476 | 0.4303 |
D0 | OnPeak yeild | efficiency | cumultive efficiency | OffPeak yeild | efficiency | cumultive efficiency |
BToDlnu skim | 506237 | n/a | n/a | 130926 | n/a | n/a |
Tight K | 499544 | 0.9868 | 0.9868 | 126572 | 0.9667 | 0.9667 |
Vertexing | 438337 | 0.8775 | 0.8659 | 102704 | 0.8114 | 0.7844 |
Thrust cut | 356192 | 0.8126 | 0.7036 | 56793 | 0.5530 | 0.4338 |
D+ | OnPeak yeild | efficiency | cumultive efficiency | OffPeak yeild | efficiency | cumultive efficiency |
BToDlnu skim | 343423 | n/a | n/a | 110735 | n/a | n/a |
Tight K | 343422 | 1.0000 | 1.0000 | 110735 | 1.0000 | 1.0000 |
Vertexing | 288807 | 0.8410 | 0.8410 | 87197 | 0.7874 | 0.7874 |
Thrust cut | 227414 | 0.7874 | 0.6622 | 47206 | 0.5414 | 0.4263 |
cuts | OnPeak - Off Peak yeild | efficiency | cumultive efficiency | BBbar MC yeild | efficiency | cumultive efficiency |
BToDlnu skim | 607998 | n/a | n/a | 663692 | n/a | n/a |
Tight K | 605659 | 0.9961 | 0.9961 | 657668 | 0.9909 | 0.9909 |
Vertexing | 537243 | 0.8870 | 0.8836 | 589345 | 0.8961 | 0.8880 |
Thrust cut | 479607 | 0.8927 | 0.7888 | 524191 | 0.8894 | 0.7898 |
D0 | OnPeak - Off Peak yeild | efficiency | cumultive efficiency | BBbar MC yeild | efficiency | cumultive efficiency |
BToDlnu skim | 375311 | n/a | n/a | 388905 | n/a | n/a |
Tight K | 372972 | 0.9938 | 0.9938 | 382881 | 0.9845 | 0.9845 |
Vertexing | 335633 | 0.8999 | 0.8943 | 351393 | 0.9178 | 0.9035 |
Thrust cut | 299399 | 0.8920 | 0.7977 | 314136 | 0.8940 | 0.8077 |
D+ | OnPeak - Off Peak yeild | efficiency | cumultive efficiency | BBbar MC yeild | efficiency | cumultive efficiency |
BToDlnu skim | 232688 | n/a | n/a | 274787 | n/a | n/a |
Tight K | 232687 | 1.0000 | 1.0000 | 274787 | 1.0000 | 1.0000 |
Vertexing | 201610 | 0.8664 | 0.8664 | 237952 | 0.8660 | 0.8660 |
Thrust cut | 180208 | 0.8938 | 0.7745 | 210055 | 0.8828 | 0.7644 |