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Revision 1.11 by benhoob, Tue Dec 18 13:38:09 2012 UTC vs.
Revision 1.19 by benhoob, Fri Jan 25 15:37:50 2013 UTC

# Line 78 | Line 78 | Thus we calculate the quantity:
78  
79   \begin{equation}
80   R_{\mu e} = \sqrt{\frac{N_{\mu\mu}^{\rm{offline}}}{N_{ee}^{\rm{offline}}}} = \sqrt{\frac{N_{\mu\mu}^{\rm{trig}}/\epsilon_{\mu\mu}^{\rm{trig}}}{N_{ee}^{\rm{trig}}/\epsilon_{ee}^{\rm{trig}}}}
81 < = \sqrt{\frac{297240/0.88}{233805/0.95}} = 1.17\pm0.07.
81 > = \sqrt{\frac{234132/0.86}{185555/0.95}} = 1.18\pm0.07.
82   \end{equation}
83  
84   Here we have used the Z$\to\mu\mu$ and Z$\to$ee yields from Table~\ref{table:zyields_2j} and the trigger efficiencies quoted in Sec.~\ref{sec:datasets}.
# Line 87 | Line 87 | The predicted yields in the ee and $\mu\
87  
88   \begin{itemize}
89   \item $N_{ee}^{\rm{predicted}}    = \frac {N_{e\mu}^{\rm{trig}}} {\epsilon_{e\mu}^{\rm{trig}}} \frac {\epsilon_{ee}^{\rm{trig}}} {2 R_{\mu e}}
90 < = \frac{N_{e\mu}^{\rm{trig}}}{0.92}\frac{0.95}{2\times1.17} = (0.44\pm0.05) \times N_{e\mu}^{\rm{trig}}$ ,
90 > = \frac{N_{e\mu}^{\rm{trig}}}{0.93}\frac{0.95}{2\times1.18} = (0.43\pm0.05) \times N_{e\mu}^{\rm{trig}}$ ,
91   \item $N_{\mu\mu}^{\rm{predicted}} = \frac {N_{e\mu}^{\rm{trig}}} {\epsilon_{e\mu}^{\rm{trig}}} \frac {\epsilon_{\mu\mu}^{\rm{trig}} R_{\mu e}}  {2}
92 < = \frac {N_{e\mu}^{\rm{trig}}} {0.95} \frac {0.88 \times 1.17}{2} = (0.54\pm0.07) \times N_{e\mu}^{\rm{trig}}$,
92 > = \frac {N_{e\mu}^{\rm{trig}}} {0.95} \frac {0.86 \times 1.18}{2} = (0.53\pm0.07) \times N_{e\mu}^{\rm{trig}}$,
93   \end{itemize}
94  
95   and the predicted yield in the combined ee and $\mu\mu$ channel is simply the sum of these two predictions:
96  
97   \begin{itemize}
98 < \item $N_{ee+\mu\mu}^{\rm{predicted}} = (0.98\pm0.06)\times N_{e\mu}^{\rm{trig}}$.
98 > \item $N_{ee+\mu\mu}^{\rm{predicted}} = (0.97\pm0.06)\times N_{e\mu}^{\rm{trig}}$.
99   \end{itemize}
100  
101   Note that the relative uncertainty in the combined ee and $\mu\mu$ prediction is smaller than those for the individual ee and $\mu\mu$ predictions
# Line 104 | Line 104 | because the uncertainty in $R_{\mu e}$ c
104   To improve the statistical precision of the FS background estimate, we remove the requirement that the e$\mu$ lepton pair falls in the Z mass window.
105   Instead we scale the e$\mu$ yield by $K$, the efficiency for e$\mu$ events to satisfy the Z mass requirement, extracted from simulation. In Fig.~\ref{fig:K_incl}
106   we display the value of $K$ in data and simulation, for a variety of \MET\ requirements, for the inclusive analysis.
107 < Based on this we chose $K=0.14\pm0.02$ for the lower \MET\ regions, $K=0.14\pm0.04$ for the \MET\ $>$ 200 GeV region,and $K=0.14\pm0.09$ for \MET\ $>$ 300 GeV,
107 > Based on this we chose $K=0.14\pm0.02$ for the lower \MET\ regions, $K=0.14\pm0.04$ for the \MET\ $>$ 200 GeV region, and $K=0.14\pm0.08$ for \MET\ $>$ 300 GeV,
108   where the larger uncertainties reflect the reduced statistical precision at large \MET.
109   The corresponding plot for the targeted analysis, including the b-veto, is displayed in Fig.~\ref{fig:K_targeted}.
110 < Based on this we chose $K=0.13\pm0.02$
111 < for all \MET\ regions up to  \MET\ $>$ 150 GeV. For the \MET\ $>$ 200 GeV region we choose $K=0.13\pm0.05$, due to the reduced  statistical precision.
110 > Based on this we chose $K=0.13\pm0.02$ for all \MET\ regions up to  \MET\ $>$ 100 GeV.
111 > For the \MET\ $>$ 150 GeV region we choose $K=0.13\pm0.03$
112 > and for the \MET\ $>$ 200 GeV region we choose $K=0.13\pm0.05$,
113 > due to the reduced  statistical precision.
114  
115   \begin{figure}[!ht]
116   \begin{center}
117   \begin{tabular}{cc}
118 < \includegraphics[width=0.4\textwidth]{plots/extractK_inclusive_19fb.pdf} &
119 < \includegraphics[width=0.4\textwidth]{plots/extractK_exclusive_19fb.pdf} \\
118 > \includegraphics[width=0.4\textwidth]{plots/extractK_inclusive_19p5fb.pdf} &
119 > \includegraphics[width=0.4\textwidth]{plots/extractK_exclusive_19p5fb.pdf} \\
120   \end{tabular}
121   \caption{\label{fig:K_incl}
122   The efficiency for e$\mu$ events to satisfy the dilepton mass requirement, $K$, in data and simulation for inclusive \MET\ intervals (left) and
123   exclusive \MET\ intervals (right) for the inclusive analysis.
124 + Based on this we chose $K=0.14\pm0.02$ for the lower \MET\ regions, $K=0.14\pm0.04$ for the \MET\ $>$ 200 GeV region, and $K=0.14\pm0.08$ for \MET\ $>$ 300 GeV.
125   }
126  
127   \begin{comment}
128  
126 ----------------------------------------
127  EXCLUSIVE RESULTS
128 ----------------------------------------
129
129   Using selection : ((((leptype==2)&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(isdata==0 || (run<197556 || run>198913)))&&(njets>=2))&&(lep1.pt()>20 && lep2.pt()>20)
130   Using weight    : vtxweight * weight
131 < OF entries (total)  44537
132 < OF entries (Z mass) 6051
133 < K                   0.135865
134 < Warning in <TROOT::Append>: Replacing existing TH1: htot (Potential memory leak).
136 < Warning in <TROOT::Append>: Replacing existing TH1: hZ (Potential memory leak).
131 > OF entries (total)  43808
132 > OF entries (Z mass) 6021
133 > K                   0.137441
134 > Info in <TCanvas::MakeDefCanvas>:  created default TCanvas with name c1
135  
136   --------------------------------------------------------------
137 < pfmet>0   && pfmet<30
137 > pfmet>0
138  
139   data  :
140 < total : 7563
141 < Z     : 957
142 < K     : 0.13 +/- 0.004
140 > total : 43808
141 > Z     : 6021
142 > K     : 0.14 +/- 0.002
143  
144   MC    :
145 < total : 399.019
146 < Z     : 51.0493
147 < K     : 0.13 +/- 0.007
145 > total : 2378.42
146 > Z     : 344.559
147 > K     : 0.14 +/- 0.002
148   --------------------------------------------------------------
149  
150  
151   --------------------------------------------------------------
152 < pfmet>30  && pfmet<60
152 > pfmet>30
153  
154   data  :
155 < total : 14185
156 < Z     : 1893
157 < K     : 0.13 +/- 0.003
155 > total : 36603
156 > Z     : 5084
157 > K     : 0.14 +/- 0.002
158  
159   MC    :
160 < total : 755.309
161 < Z     : 111.206
162 < K     : 0.15 +/- 0.003
160 > total : 2012.6
161 > Z     : 297.342
162 > K     : 0.15 +/- 0.002
163   --------------------------------------------------------------
164  
165  
166   --------------------------------------------------------------
167 < pfmet>60  && pfmet<100
167 > pfmet>60
168  
169   data  :
170 < total : 14928
171 < Z     : 2122
172 < K     : 0.14 +/- 0.003
170 > total : 22692
171 > Z     : 3209
172 > K     : 0.14 +/- 0.002
173  
174   MC    :
175 < total : 838.418
176 < Z     : 123.554
177 < K     : 0.15 +/- 0.003
175 > total : 1285.07
176 > Z     : 189.292
177 > K     : 0.15 +/- 0.002
178   --------------------------------------------------------------
179  
180  
181   --------------------------------------------------------------
182 < pfmet>100 && pfmet<200
182 > pfmet>100
183  
184   data  :
185 < total : 7437
186 < Z     : 1029
185 > total : 7862
186 > Z     : 1093
187   K     : 0.14 +/- 0.004
188  
189   MC    :
190 < total : 451.624
191 < Z     : 67.7098
192 < K     : 0.15 +/- 0.004
190 > total : 470.932
191 > Z     : 68.9364
192 > K     : 0.15 +/- 0.003
193   --------------------------------------------------------------
194  
195  
196   --------------------------------------------------------------
197 < pfmet>200 && pfmet<300
197 > pfmet>200
198  
199   data  :
200 < total : 371
201 < Z     : 44
202 < K     : 0.12 +/- 0.018
200 > total : 424
201 > Z     : 50
202 > K     : 0.12 +/- 0.017
203  
204   MC    :
205 < total : 24.2441
206 < Z     : 2.67077
207 < K     : 0.11 +/- 0.013
205 > total : 28.2757
206 > Z     : 2.87288
207 > K     : 0.10 +/- 0.011
208   --------------------------------------------------------------
209  
210  
# Line 214 | Line 212 | K     : 0.11 +/- 0.013
212   pfmet>300
213  
214   data  :
215 < total : 53
216 < Z     : 6
217 < K     : 0.11 +/- 0.046
215 > total : 52
216 > Z     : 5
217 > K     : 0.10 +/- 0.043
218  
219   MC    :
220 < total : 4.53108
221 < Z     : 0.230071
222 < K     : 0.05 +/- 0.022
220 > total : 3.77378
221 > Z     : 0.235632
222 > K     : 0.06 +/- 0.023
223   --------------------------------------------------------------
224  
227
228 ----------------------------------------
229  INCLUSIVE RESULTS
230 ----------------------------------------
231
225   Using selection : ((((leptype==2)&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(isdata==0 || (run<197556 || run>198913)))&&(njets>=2))&&(lep1.pt()>20 && lep2.pt()>20)
226   Using weight    : vtxweight * weight
227 < OF entries (total)  44537
228 < OF entries (Z mass) 6051
229 < K                   0.135865
227 > OF entries (total)  43808
228 > OF entries (Z mass) 6021
229 > K                   0.137441
230   Warning in <TROOT::Append>: Replacing existing TH1: htot (Potential memory leak).
231   Warning in <TROOT::Append>: Replacing existing TH1: hZ (Potential memory leak).
232  
233   --------------------------------------------------------------
234 < pfmet>0
234 > pfmet>0   && pfmet<30
235  
236   data  :
237 < total : 44537
238 < Z     : 6051
239 < K     : 0.14 +/- 0.002
237 > total : 7205
238 > Z     : 937
239 > K     : 0.13 +/- 0.004
240  
241   MC    :
242 < total : 2472.89
243 < Z     : 356.434
244 < K     : 0.14 +/- 0.002
242 > total : 366.332
243 > Z     : 47.2379
244 > K     : 0.13 +/- 0.004
245   --------------------------------------------------------------
246  
247  
248   --------------------------------------------------------------
249 < pfmet>30
249 > pfmet>30  && pfmet<60
250  
251   data  :
252 < total : 36974
253 < Z     : 5094
254 < K     : 0.14 +/- 0.002
252 > total : 13911
253 > Z     : 1875
254 > K     : 0.13 +/- 0.003
255  
256   MC    :
257 < total : 2074.05
258 < Z     : 305.382
259 < K     : 0.15 +/- 0.002
257 > total : 727.951
258 > Z     : 108.068
259 > K     : 0.15 +/- 0.003
260   --------------------------------------------------------------
261  
262  
263   --------------------------------------------------------------
264 < pfmet>60
264 > pfmet>60  && pfmet<100
265  
266   data  :
267 < total : 22789
268 < Z     : 3201
269 < K     : 0.14 +/- 0.002
267 > total : 14830
268 > Z     : 2116
269 > K     : 0.14 +/- 0.003
270  
271   MC    :
272 < total : 1318.79
273 < Z     : 194.166
274 < K     : 0.15 +/- 0.002
272 > total : 814.344
273 > Z     : 120.355
274 > K     : 0.15 +/- 0.003
275   --------------------------------------------------------------
276  
277  
278   --------------------------------------------------------------
279 < pfmet>100
279 > pfmet>100 && pfmet<200
280  
281   data  :
282 < total : 7861
283 < Z     : 1079
282 > total : 7438
283 > Z     : 1043
284   K     : 0.14 +/- 0.004
285  
286   MC    :
287 < total : 480.402
288 < Z     : 70.6107
287 > total : 442.657
288 > Z     : 66.0631
289   K     : 0.15 +/- 0.004
290   --------------------------------------------------------------
291  
292  
293   --------------------------------------------------------------
294 < pfmet>200
294 > pfmet>200 && pfmet<300
295  
296   data  :
297 < total : 424
298 < Z     : 50
299 < K     : 0.12 +/- 0.017
297 > total : 372
298 > Z     : 45
299 > K     : 0.12 +/- 0.018
300  
301   MC    :
302 < total : 28.7751
303 < Z     : 2.90084
304 < K     : 0.10 +/- 0.012
302 > total : 24.502
303 > Z     : 2.63725
304 > K     : 0.11 +/- 0.012
305   --------------------------------------------------------------
306  
307  
# Line 316 | Line 309 | K     : 0.10 +/- 0.012
309   pfmet>300
310  
311   data  :
312 < total : 53
313 < Z     : 6
314 < K     : 0.11 +/- 0.046
312 > total : 52
313 > Z     : 5
314 > K     : 0.10 +/- 0.043
315  
316   MC    :
317 < total : 4.53108
318 < Z     : 0.230071
319 < K     : 0.05 +/- 0.022
317 > total : 3.77378
318 > Z     : 0.235632
319 > K     : 0.06 +/- 0.023
320   --------------------------------------------------------------
321  
322 +
323   \end{comment}
324  
325   \end{center}
# Line 334 | Line 328 | K     : 0.05 +/- 0.022
328   \begin{figure}[!hb]
329   \begin{center}
330   \begin{tabular}{cc}
331 < \includegraphics[width=0.4\textwidth]{plots/extractK_inclusive_bveto_19fb.pdf} &
332 < \includegraphics[width=0.4\textwidth]{plots/extractK_exclusive_bveto_19fb.pdf} \\
331 > \includegraphics[width=0.4\textwidth]{plots/extractK_inclusive_bveto_19p5fb.pdf} &
332 > \includegraphics[width=0.4\textwidth]{plots/extractK_exclusive_bveto_19p5fb.pdf} \\
333   \end{tabular}
334   \caption{
335   The efficiency for e$\mu$ events to satisfy the dilepton mass requirement, $K$, in data and simulation for inclusive \MET\ intervals (left) and
336   exclusive \MET\ intervals (right) for the targeted analysis, including the b-veto.
337   Based on this we chose $K=0.13\pm0.02$ for the \MET\ regions up to \MET\ $>$ 100 GeV.
338 < For higher \MET\ regions we chose $K=0.13\pm0.07$.
338 > For \MET\ $>$ 150 we choose $K=0.13\pm0.03$, for \MET\ $>$ 200 GeV we choose $K=0.13\pm0.05$.
339   %{\bf FIXME plots made with 10\% of \zjets\ MC statistics, to be remade with full statistics}
340   \label{fig:K_targeted}
341   }
# Line 349 | Line 343 | For higher \MET\ regions we chose $K=0.1
343  
344   Using selection : (((((leptype==2)&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(isdata==0 || (run<197556 || run>198913)))&&(njets>=2))&&(lep1.pt()>20 && lep2.pt()>20))&&(nbcsvm==0)
345   Using weight    : vtxweight * weight
346 < OF entries (total)  12006
347 < OF entries (Z mass) 1407
348 < K                   0.117191
349 < Warning in <TROOT::Append>: Replacing existing TH1: htot (Potential memory leak).
356 < Warning in <TROOT::Append>: Replacing existing TH1: hZ (Potential memory leak).
357 <
358 < --------------------------------------------------------------
359 < pfmet>0   && pfmet<30
360 <
361 < data  :
362 < total : 2719
363 < Z     : 273
364 < K     : 0.10 +/- 0.006
365 <
366 < MC    :
367 < total : 131.974
368 < Z     : 15.1946
369 < K     : 0.12 +/- 0.020
370 < --------------------------------------------------------------
371 <
372 <
373 < --------------------------------------------------------------
374 < pfmet>30  && pfmet<60
375 <
376 < data  :
377 < total : 3842
378 < Z     : 435
379 < K     : 0.11 +/- 0.005
380 <
381 < MC    :
382 < total : 172.956
383 < Z     : 21.9369
384 < K     : 0.13 +/- 0.007
385 < --------------------------------------------------------------
386 <
387 <
388 < --------------------------------------------------------------
389 < pfmet>60  && pfmet<80
390 <
391 < data  :
392 < total : 2029
393 < Z     : 269
394 < K     : 0.13 +/- 0.008
395 <
396 < MC    :
397 < total : 109.789
398 < Z     : 13.9792
399 < K     : 0.13 +/- 0.008
400 < --------------------------------------------------------------
401 <
402 <
403 < --------------------------------------------------------------
404 < pfmet>80  && pfmet<100
405 <
406 < data  :
407 < total : 1490
408 < Z     : 194
409 < K     : 0.13 +/- 0.009
410 <
411 < MC    :
412 < total : 73.3643
413 < Z     : 11.5154
414 < K     : 0.16 +/- 0.010
415 < --------------------------------------------------------------
416 <
417 <
418 < --------------------------------------------------------------
419 < pfmet>100 && pfmet<150
420 <
421 < data  :
422 < total : 1467
423 < Z     : 189
424 < K     : 0.13 +/- 0.009
425 <
426 < MC    :
427 < total : 86.7947
428 < Z     : 11.742
429 < K     : 0.14 +/- 0.009
430 < --------------------------------------------------------------
431 <
432 <
433 < --------------------------------------------------------------
434 < pfmet>150 && pfmet<200
435 <
436 < data  :
437 < total : 320
438 < Z     : 31
439 < K     : 0.10 +/- 0.017
440 <
441 < MC    :
442 < total : 19.4473
443 < Z     : 2.97965
444 < K     : 0.15 +/- 0.017
445 < --------------------------------------------------------------
446 <
447 <
448 < --------------------------------------------------------------
449 < pfmet>200
450 <
451 < data  :
452 < total : 139
453 < Z     : 16
454 < K     : 0.12 +/- 0.029
455 <
456 < MC    :
457 < total : 8.99801
458 < Z     : 0.794136
459 < K     : 0.09 +/- 0.021
460 < --------------------------------------------------------------
461 <
462 < Warning in <TROOT::Append>: Replacing existing TH1: hdummy (Potential memory leak).
463 < Info in <TCanvas::Print>: pdf file ../plots/extractK_exclusive_bveto.pdf has been created
464 < root [3] extractK(false,true,true)
465 < Using selection : (((((leptype==2)&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(isdata==0 || (run<197556 || run>198913)))&&(njets>=2))&&(lep1.pt()>20 && lep2.pt()>20))&&(nbcsvm==0)
466 < Using weight    : vtxweight * weight
467 < OF entries (total)  12006
468 < OF entries (Z mass) 1407
469 < K                   0.117191
470 < Warning in <TROOT::Append>: Replacing existing TH1: htot (Potential memory leak).
471 < Warning in <TROOT::Append>: Replacing existing TH1: hZ (Potential memory leak).
346 > OF entries (total)  11172
347 > OF entries (Z mass) 1331
348 > K                   0.119137
349 > Info in <TCanvas::MakeDefCanvas>:  created default TCanvas with name c1
350  
351   --------------------------------------------------------------
352   pfmet>0
353  
354   data  :
355 < total : 12006
356 < Z     : 1407
355 > total : 11172
356 > Z     : 1331
357   K     : 0.12 +/- 0.003
358  
359   MC    :
360 < total : 603.333
361 < Z     : 78.1422
362 < K     : 0.13 +/- 0.005
360 > total : 556.3
361 > Z     : 72.3357
362 > K     : 0.13 +/- 0.003
363   --------------------------------------------------------------
364  
365  
# Line 489 | Line 367 | K     : 0.13 +/- 0.005
367   pfmet>30
368  
369   data  :
370 < total : 9287
371 < Z     : 1134
370 > total : 8811
371 > Z     : 1085
372   K     : 0.12 +/- 0.004
373  
374   MC    :
375 < total : 471.396
376 < Z     : 62.9476
377 < K     : 0.13 +/- 0.004
375 > total : 447.641
376 > Z     : 60.0542
377 > K     : 0.13 +/- 0.003
378   --------------------------------------------------------------
379  
380  
# Line 504 | Line 382 | K     : 0.13 +/- 0.004
382   pfmet>60
383  
384   data  :
385 < total : 5445
386 < Z     : 699
385 > total : 5263
386 > Z     : 677
387   K     : 0.13 +/- 0.005
388  
389   MC    :
390 < total : 298.41
391 < Z     : 41.0107
392 < K     : 0.14 +/- 0.005
390 > total : 285.463
391 > Z     : 39.2608
392 > K     : 0.14 +/- 0.004
393   --------------------------------------------------------------
394  
395  
# Line 519 | Line 397 | K     : 0.14 +/- 0.005
397   pfmet>80
398  
399   data  :
400 < total : 3416
401 < Z     : 430
400 > total : 3325
401 > Z     : 422
402   K     : 0.13 +/- 0.006
403  
404   MC    :
405 < total : 188.602
406 < Z     : 27.0313
407 < K     : 0.14 +/- 0.006
405 > total : 183.689
406 > Z     : 25.7671
407 > K     : 0.14 +/- 0.005
408   --------------------------------------------------------------
409  
410  
# Line 534 | Line 412 | K     : 0.14 +/- 0.006
412   pfmet>100
413  
414   data  :
415 < total : 1926
416 < Z     : 236
415 > total : 1883
416 > Z     : 234
417   K     : 0.12 +/- 0.008
418  
419   MC    :
420 < total : 115.24
421 < Z     : 15.5158
422 < K     : 0.13 +/- 0.008
420 > total : 111.774
421 > Z     : 14.7812
422 > K     : 0.13 +/- 0.006
423   --------------------------------------------------------------
424  
425  
# Line 549 | Line 427 | K     : 0.13 +/- 0.008
427   pfmet>150
428  
429   data  :
430 < total : 459
431 < Z     : 47
430 > total : 451
431 > Z     : 46
432   K     : 0.10 +/- 0.015
433  
434   MC    :
435 < total : 28.4454
436 < Z     : 3.77378
437 < K     : 0.13 +/- 0.014
435 > total : 29.4551
436 > Z     : 3.57377
437 > K     : 0.12 +/- 0.012
438   --------------------------------------------------------------
439  
440  
# Line 564 | Line 442 | K     : 0.13 +/- 0.014
442   pfmet>200
443  
444   data  :
445 < total : 139
446 < Z     : 16
447 < K     : 0.12 +/- 0.029
445 > total : 138
446 > Z     : 15
447 > K     : 0.11 +/- 0.028
448  
449   MC    :
450 < total : 8.99801
451 < Z     : 0.794136
452 < K     : 0.09 +/- 0.021
450 > total : 8.60692
451 > Z     : 0.775129
452 > K     : 0.09 +/- 0.017
453   --------------------------------------------------------------
454  
455 < \end{comment}
578 <
579 < \end{center}
580 < \end{figure}
581 <
582 <
583 < \begin{comment}
584 <
585 < \begin{figure}[!hb]
586 < \begin{center}
587 < \begin{tabular}{cc}
588 < \includegraphics[width=0.4\textwidth]{plots/extractK_inclusive_bvetoLoose_92fb.pdf} &
589 < \includegraphics[width=0.4\textwidth]{plots/extractK_exclusive_bvetoLoose_92fb.pdf} \\
590 < \end{tabular}
591 < \caption{
592 < The efficiency for e$\mu$ events to satisfy the dilepton mass requirement, $K$, in data and simulation for inclusive \MET\ intervals (left) and
593 < exclusive \MET\ intervals (right) for the targeted analysis, including the b-veto.
594 < %{\bf FIXME plots made with 10\% of \zjets\ MC statistics, to be remade with full statistics}
595 < \label{fig:K_targeted}}
596 <
597 <
598 < root [2] extractK(true,false,true)
599 < Using selection : (((((leptype==2)&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(isdata==0 || (run<197556 || run>198913)))&&(njets>=2))&&(lep1.pt()>20 && lep2.pt()>20))&&(nbcsvl==0)
455 > Using selection : (((((leptype==2)&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(isdata==0 || (run<197556 || run>198913)))&&(njets>=2))&&(lep1.pt()>20 && lep2.pt()>20))&&(nbcsvm==0)
456   Using weight    : vtxweight * weight
457 < OF entries (total)  2715
458 < OF entries (Z mass) 279
459 < K                   0.102762
460 < Warning in <TStreamerInfo::Compile>: Counter fNClusterRange should not be skipped from class TTree
461 < Info in <TCanvas::MakeDefCanvas>:  created default TCanvas with name c1
457 > OF entries (total)  11172
458 > OF entries (Z mass) 1331
459 > K                   0.119137
460 > Warning in <TROOT::Append>: Replacing existing TH1: htot (Potential memory leak).
461 > Warning in <TROOT::Append>: Replacing existing TH1: hZ (Potential memory leak).
462  
463   --------------------------------------------------------------
464   pfmet>0   && pfmet<30
465  
466   data  :
467 < total : 713
468 < Z     : 59
469 < K     : 0.08 +/- 0.011
467 > total : 2361
468 > Z     : 246
469 > K     : 0.10 +/- 0.007
470  
471   MC    :
472 < total : 74.2549
473 < Z     : 7.09789
474 < K     : 0.10 +/- 0.025
472 > total : 108.378
473 > Z     : 12.2795
474 > K     : 0.11 +/- 0.008
475   --------------------------------------------------------------
476  
477  
# Line 623 | Line 479 | K     : 0.10 +/- 0.025
479   pfmet>30  && pfmet<60
480  
481   data  :
482 < total : 850
483 < Z     : 79
484 < K     : 0.09 +/- 0.010
482 > total : 3548
483 > Z     : 408
484 > K     : 0.11 +/- 0.006
485  
486   MC    :
487 < total : 84.6973
488 < Z     : 9.55105
489 < K     : 0.11 +/- 0.009
487 > total : 162.246
488 > Z     : 20.7935
489 > K     : 0.13 +/- 0.006
490   --------------------------------------------------------------
491  
492  
# Line 638 | Line 494 | K     : 0.11 +/- 0.009
494   pfmet>60  && pfmet<80
495  
496   data  :
497 < total : 469
498 < Z     : 61
499 < K     : 0.13 +/- 0.017
497 > total : 1938
498 > Z     : 255
499 > K     : 0.13 +/- 0.008
500  
501   MC    :
502 < total : 50.1496
503 < Z     : 5.92081
504 < K     : 0.12 +/- 0.012
502 > total : 101.801
503 > Z     : 13.4941
504 > K     : 0.13 +/- 0.007
505   --------------------------------------------------------------
506  
507  
# Line 653 | Line 509 | K     : 0.12 +/- 0.012
509   pfmet>80  && pfmet<100
510  
511   data  :
512 < total : 269
513 < Z     : 33
514 < K     : 0.12 +/- 0.021
512 > total : 1442
513 > Z     : 188
514 > K     : 0.13 +/- 0.010
515  
516   MC    :
517 < total : 30.0547
518 < Z     : 4.67993
519 < K     : 0.16 +/- 0.014
517 > total : 71.9073
518 > Z     : 10.986
519 > K     : 0.15 +/- 0.009
520   --------------------------------------------------------------
521  
522  
# Line 668 | Line 524 | K     : 0.16 +/- 0.014
524   pfmet>100 && pfmet<150
525  
526   data  :
527 < total : 311
528 < Z     : 34
529 < K     : 0.11 +/- 0.019
527 > total : 1432
528 > Z     : 188
529 > K     : 0.13 +/- 0.010
530  
531   MC    :
532 < total : 39.4475
533 < Z     : 5.02593
534 < K     : 0.13 +/- 0.014
532 > total : 82.3186
533 > Z     : 11.2075
534 > K     : 0.14 +/- 0.008
535   --------------------------------------------------------------
536  
537  
# Line 683 | Line 539 | K     : 0.13 +/- 0.014
539   pfmet>150 && pfmet<200
540  
541   data  :
542 < total : 79
543 < Z     : 10
544 < K     : 0.13 +/- 0.040
542 > total : 313
543 > Z     : 31
544 > K     : 0.10 +/- 0.018
545  
546   MC    :
547 < total : 9.96228
548 < Z     : 1.4975
549 < K     : 0.15 +/- 0.023
547 > total : 20.8482
548 > Z     : 2.79864
549 > K     : 0.13 +/- 0.015
550   --------------------------------------------------------------
551  
552  
# Line 698 | Line 554 | K     : 0.15 +/- 0.023
554   pfmet>200
555  
556   data  :
557 < total : 24
558 < Z     : 3
559 < K     : 0.12 +/- 0.072
704 <
705 < MC    :
706 < total : 5.3503
707 < Z     : 0.425719
708 < K     : 0.08 +/- 0.027
709 < --------------------------------------------------------------
710 <
711 < root [3] Info in <TCanvas::Print>: pdf file /Users/benhoob/tas/ZMet2012/plots/extractK_exclusive_bvetoLoose_92fb.pdf has been created
712 <
713 < root [3]
714 < root [3] extractK(false,false,true)
715 < Using selection : (((((leptype==2)&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(isdata==0 || (run<197556 || run>198913)))&&(njets>=2))&&(lep1.pt()>20 && lep2.pt()>20))&&(nbcsvl==0)
716 < Using weight    : vtxweight * weight
717 < OF entries (total)  2715
718 < OF entries (Z mass) 279
719 < K                   0.102762
720 < Warning in <TROOT::Append>: Replacing existing TH1: htot (Potential memory leak).
721 < Warning in <TROOT::Append>: Replacing existing TH1: hZ (Potential memory leak).
722 <
723 < --------------------------------------------------------------
724 < pfmet>0
725 <
726 < data  :
727 < total : 2715
728 < Z     : 279
729 < K     : 0.10 +/- 0.006
730 <
731 < MC    :
732 < total : 293.912
733 < Z     : 34.199
734 < K     : 0.12 +/- 0.008
735 < --------------------------------------------------------------
736 <
737 <
738 < --------------------------------------------------------------
739 < pfmet>30
740 <
741 < data  :
742 < total : 2002
743 < Z     : 220
744 < K     : 0.11 +/- 0.007
745 <
746 < MC    :
747 < total : 219.661
748 < Z     : 27.101
749 < K     : 0.12 +/- 0.006
750 < --------------------------------------------------------------
751 <
752 <
753 < --------------------------------------------------------------
754 < pfmet>60
755 <
756 < data  :
757 < total : 1152
758 < Z     : 141
759 < K     : 0.12 +/- 0.010
760 <
761 < MC    :
762 < total : 134.962
763 < Z     : 17.5498
764 < K     : 0.13 +/- 0.007
765 < --------------------------------------------------------------
766 <
767 <
768 < --------------------------------------------------------------
769 < pfmet>80
770 <
771 < data  :
772 < total : 683
773 < Z     : 80
774 < K     : 0.12 +/- 0.013
775 <
776 < MC    :
777 < total : 84.8149
778 < Z     : 11.629
779 < K     : 0.14 +/- 0.009
780 < --------------------------------------------------------------
781 <
782 <
783 < --------------------------------------------------------------
784 < pfmet>100
785 <
786 < data  :
787 < total : 414
788 < Z     : 47
789 < K     : 0.11 +/- 0.017
557 > total : 138
558 > Z     : 15
559 > K     : 0.11 +/- 0.028
560  
561   MC    :
562 < total : 54.7604
563 < Z     : 6.94915
564 < K     : 0.13 +/- 0.011
562 > total : 8.60692
563 > Z     : 0.775129
564 > K     : 0.09 +/- 0.017
565   --------------------------------------------------------------
566  
567  
798 --------------------------------------------------------------
799 pfmet>150
800
801 data  :
802 total : 103
803 Z     : 13
804 K     : 0.13 +/- 0.035
568  
806 MC    :
807 total : 15.3125
808 Z     : 1.92322
809 K     : 0.13 +/- 0.019
810 --------------------------------------------------------------
811
812
813 --------------------------------------------------------------
814 pfmet>200
815
816 data  :
817 total : 24
818 Z     : 3
819 K     : 0.12 +/- 0.072
820
821 MC    :
822 total : 5.3503
823 Z     : 0.425719
824 K     : 0.08 +/- 0.027
825 --------------------------------------------------------------
569  
570 + \end{comment}
571  
572   \end{center}
573   \end{figure}
574  
575  
832 \end{comment}
833
834
576   \clearpage
577  
578   \subsection{Estimating the WZ and ZZ Background with MC}
# Line 856 | Line 597 | A pure WZ sample can be selected in data
597   \end{itemize}
598  
599   The data and MC yields passing the above selection are in Table~\ref{tab:wz}.
600 < The inclusive yields (without any jet requirements) agree within 13\%, which is consistent within
601 < the uncertainty in the CMS measured WZ cross section (17\%). A data vs. MC comparison of kinematic
600 > The inclusive yields (without any jet requirements) agree within 16\%, which is consistent within
601 > the $\approx$15\% uncertainty in the theory prediction for the WZ cross section. A data vs. MC comparison of kinematic
602   distributions (jet multiplicity, \MET, Z \pt) is given in Fig.~\ref{fig:wz}. High \MET\
603   values in WZ and ZZ events arise from highly boosted W or Z bosons that decay leptonically,
604   and we therefore check that the MC does a reasonable job of reproducing the \pt distributions of the
605   leptonically decaying \Z. While the inclusive WZ yields are in reasonable agreement, we observe
606   an excess in data in events with at least 2 jets, corresponding to the jet multiplicity requirement
607 < in our preselection. We observe 106 events in data while the MC predicts $62\pm1.5$~(stat), representing an excess of 71\%,
608 < as indicated in Table~\ref{tab:wz2j}.
609 < This excess will be studied further. For the time being, based on these studies we currently assess an uncertainty of 70\% on the WZ yield.
610 < A data vs. MC comparison of several kinematic quantities in the sample with 3 leptons and at least 2 jets can be found in App.~\ref{app:WZ}.
607 > in our preselection. We observe 200 events in data while the MC predicts $130\pm3.1$~(stat), representing an excess of 53\%,
608 > as indicated in Table~\ref{tab:wz2j}, and we therefore assess an uncertainty of 50\% on the WZ background.
609 > %We note that the contributions from fake leptons and from \zjets\ with mismeasured \MET\
610 > %is underestimated in the MC.
611 > %This excess will be studied further. For the time being, based on these studies we currently assess an uncertainty of 50\% on the WZ yield.
612 > %A data vs. MC comparison of several kinematic quantities in the sample with 3 leptons and at least 2 jets can be found in App.~\ref{app:WZ}.
613  
614   \begin{comment}
615   We note some possible contributions to this discrepancy:
# Line 901 | Line 644 | requiring the jets to be consistent with
644   \begin{center}
645   \caption{\label{tab:wz} Data and Monte Carlo yields passing the WZ preselection. }
646   \begin{tabular}{lccccc}
647 +
648 + %Loading babies at       : ../output/V00-02-00
649 + %Using selection         : (((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==3 && lep3.pt()>20.0))&&(pfmet>50))&&(dilmass>81 && dilmass<101)
650 + %Using weight            : weight * 19.3 * trgeff * vtxweight
651 +
652   \hline
653   \hline
654 <         Sample   &            ee    &        $\mu\mu$   &        e$\mu$   &          total  \\
654 >         Sample   &             ee   &       $\mu\mu$   &         e$\mu$   &          total  \\
655   \hline
656 <
657 < %Loading babies at       : ../output/V00-01-04
658 < %Using selection         : ((((((isdata==0 || (run<197556 || run>198913))&&(((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0))))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==3 && lep3.pt()>20.0))&&(pfmet>50))&&(dilmass>81 && dilmass<101)
659 < %Using weight            : weight * 9.2 * trgeff * vtxweight
660 <
661 <             WZ   &116.7 $\pm$ 0.8   &151.5 $\pm$ 0.8   &  8.1 $\pm$ 0.2   &276.3 $\pm$ 1.2  \\
662 <            ttV   &  4.1 $\pm$ 0.2   &  4.9 $\pm$ 0.2   &  1.2 $\pm$ 0.1   & 10.2 $\pm$ 0.3  \\
663 <         \ttbar   &  1.2 $\pm$ 0.6   &  3.2 $\pm$ 0.9   &  3.6 $\pm$ 1.0   &  7.9 $\pm$ 1.5  \\
664 <             ZZ   &  2.5 $\pm$ 0.0   &  3.4 $\pm$ 0.0   &  0.2 $\pm$ 0.0   &  6.1 $\pm$ 0.0  \\
917 <         \zjets   &  1.2 $\pm$ 0.9   &  3.0 $\pm$ 1.8   &  0.0 $\pm$ 0.0   &  4.2 $\pm$ 2.1  \\
918 <            vvv   &  1.6 $\pm$ 0.1   &  2.1 $\pm$ 0.1   &  0.3 $\pm$ 0.0   &  4.0 $\pm$ 0.1  \\
919 <     single top   &  0.0 $\pm$ 0.0   &  0.2 $\pm$ 0.2   &  0.0 $\pm$ 0.0   &  0.2 $\pm$ 0.2  \\
920 <             WW   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.1 $\pm$ 0.0   &  0.1 $\pm$ 0.1  \\
656 > %SCALING ZJETS BY 111/946
657 >             WZ   &244.9 $\pm$ 1.6   &317.9 $\pm$ 1.8   & 17.0 $\pm$ 0.4   &579.7 $\pm$ 2.4  \\
658 >         \zjets   &  2.5 $\pm$ 2.0   &  6.4 $\pm$ 3.9   &  0.0 $\pm$ 0.0   &  8.9 $\pm$ 4.3  \\
659 >             ZZ   &  5.3 $\pm$ 0.0   &  7.1 $\pm$ 0.1   &  0.4 $\pm$ 0.0   & 12.8 $\pm$ 0.1  \\
660 >         \ttbar   &  2.5 $\pm$ 1.3   &  6.7 $\pm$ 2.0   &  7.5 $\pm$ 2.1   & 16.7 $\pm$ 3.2  \\
661 >     single top   &  0.0 $\pm$ 0.0   &  0.5 $\pm$ 0.5   &  0.0 $\pm$ 0.0   &  0.5 $\pm$ 0.5  \\
662 >             WW   &  0.0 $\pm$ 0.0   &  0.1 $\pm$ 0.1   &  0.2 $\pm$ 0.1   &  0.3 $\pm$ 0.1  \\
663 >            ttV   &  8.6 $\pm$ 0.4   & 10.3 $\pm$ 0.4   &  2.5 $\pm$ 0.2   & 21.5 $\pm$ 0.7  \\
664 >            VVV   &  3.4 $\pm$ 0.1   &  4.3 $\pm$ 0.1   &  0.6 $\pm$ 0.1   &  8.3 $\pm$ 0.2  \\
665   \hline
666 <      tot SM MC   &127.3 $\pm$ 1.4   &168.4 $\pm$ 2.3   & 13.5 $\pm$ 1.0   &309.2 $\pm$ 2.8  \\
666 >      tot SM MC   &267.1 $\pm$ 2.9   &353.3 $\pm$ 4.7   & 28.2 $\pm$ 2.2   &648.6 $\pm$ 6.0  \\
667   \hline
668 <           data   &            156   &            178   &             16   &            350  \\
668 >           data   &            312   &            391   &             50   &            753  \\
669   \hline
670   \hline
671  
# Line 933 | Line 677 | requiring the jets to be consistent with
677   \begin{center}
678   \caption{\label{tab:wz2j} Data and Monte Carlo yields passing the WZ preselection and \njets\ $\geq$ 2. }
679   \begin{tabular}{lccccc}
680 +
681 + %Loading babies at       : ../output/V00-02-00
682 + %-------------------------------------
683 + %USING SKIMMED SAMPLES WITH NJETS >= 2
684 + %-------------------------------------
685 +
686 + %Using selection         : ((((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==3 && lep3.pt()>20.0))&&(pfmet>50))&&(dilmass>81 && dilmass<101))&&(njets>=2)
687 + %Using weight            : weight * 19.3 * trgeff * vtxweight
688 +
689   \hline
690   \hline
691 <         Sample   &            ee    &        $\mu\mu$   &        e$\mu$   &          total  \\
691 >         Sample   &             ee   &       $\mu\mu$   &         e$\mu$   &          total  \\
692   \hline
693 <
694 < %Loading babies at       : ../output/V00-01-04
695 < %Using selection         : (((((((isdata==0 || (run<197556 || run>198913))&&(((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0))))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==3 && lep3.pt()>20.0))&&(pfmet>50))&&(dilmass>81 && dilmass<101))&&(njets>=2)
696 < %Using weight            : weight * 9.2 * trgeff * vtxweight
697 <
698 <             WZ   & 19.1 $\pm$ 0.3   & 24.6 $\pm$ 0.3   &  1.3 $\pm$ 0.1   & 44.9 $\pm$ 0.5  \\
946 <            ttV   &  3.8 $\pm$ 0.2   &  4.5 $\pm$ 0.2   &  1.0 $\pm$ 0.1   &  9.3 $\pm$ 0.3  \\
947 <         \ttbar   &  0.8 $\pm$ 0.5   &  1.6 $\pm$ 0.7   &  0.9 $\pm$ 0.5   &  3.3 $\pm$ 1.0  \\
948 <             ZZ   &  0.5 $\pm$ 0.0   &  0.7 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  1.2 $\pm$ 0.0  \\
949 <         \zjets   &  0.9 $\pm$ 0.9   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.9 $\pm$ 0.9  \\
950 <            vvv   &  0.9 $\pm$ 0.0   &  1.2 $\pm$ 0.1   &  0.1 $\pm$ 0.0   &  2.2 $\pm$ 0.1  \\
951 <     single top   &  0.0 $\pm$ 0.0   &  0.2 $\pm$ 0.2   &  0.0 $\pm$ 0.0   &  0.2 $\pm$ 0.2  \\
693 > %SCALING ZJETS BY 111/946
694 >         \ttbar   &  1.6 $\pm$ 0.9   &  3.4 $\pm$ 1.5   &  1.8 $\pm$ 1.1   &  6.9 $\pm$ 2.0  \\
695 >         \zjets   &  1.9 $\pm$ 1.9   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  1.9 $\pm$ 1.9  \\
696 >             WZ   & 40.0 $\pm$ 0.7   & 51.5 $\pm$ 0.7   &  2.7 $\pm$ 0.2   & 94.3 $\pm$ 1.0  \\
697 >             ZZ   &  1.0 $\pm$ 0.0   &  1.4 $\pm$ 0.0   &  0.1 $\pm$ 0.0   &  2.6 $\pm$ 0.0  \\
698 >     single top   &  0.0 $\pm$ 0.0   &  0.5 $\pm$ 0.5   &  0.0 $\pm$ 0.0   &  0.5 $\pm$ 0.5  \\
699               WW   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
700 +            ttV   &  8.0 $\pm$ 0.4   &  9.5 $\pm$ 0.4   &  2.2 $\pm$ 0.2   & 19.6 $\pm$ 0.6  \\
701 +            VVV   &  1.9 $\pm$ 0.1   &  2.6 $\pm$ 0.1   &  0.2 $\pm$ 0.0   &  4.6 $\pm$ 0.2  \\
702   \hline
703 <      tot SM MC   & 25.9 $\pm$ 1.1   & 32.9 $\pm$ 0.8   &  3.3 $\pm$ 0.5   & 62.1 $\pm$ 1.5  \\
703 >      tot SM MC   & 54.4 $\pm$ 2.2   & 69.0 $\pm$ 1.8   &  6.9 $\pm$ 1.1   &130.4 $\pm$ 3.1  \\
704   \hline
705 <           data   &             47   &             51   &              8   &            106  \\
705 >           data   &             87   &             91   &             22   &            200  \\
706   \hline
707   \hline
708  
# Line 963 | Line 712 | requiring the jets to be consistent with
712  
713   \begin{figure}[tbh]
714   \begin{center}
715 < \includegraphics[width=1\linewidth]{plots/WZ_eemm_92fb.pdf}
715 > \includegraphics[width=1\linewidth]{plots/WZ_19fb.pdf}
716   \caption{\label{fig:wz}\protect
717   Data vs. MC comparisons for the WZ selection discussed in the text for \lumi.
718   The number of jets, missing transverse energy, and Z boson transverse momentum are displayed.
970 %Loading babies at       : ../output/V00-01-04
971 %Using selection         : ((((((isdata==0 || (run<197556 || run>198913))&&(((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0))))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==3 && lep3.pt()>20.0))&&(pfmet>50))&&(dilmass>81 && dilmass<101)
972 %Using weight            : weight * 9.2 * trgeff * vtxweight
719   }
720 + \begin{comment}
721 + Loading babies at       : ../output/V00-02-00
722 + Using selection         : (((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==3 && lep3.pt()>20.0))&&(pfmet>50))&&(dilmass>81 && dilmass<101)
723 + Using weight            : weight * 19.3 * trgeff * vtxweight
724 + Plotting var njets flavor sf
725 + compareDataMC : apply trigeff 1
726 + MC yield VVV 7.73
727 + MC yield ttV 18.95
728 + MC yield single top 0.51
729 + MC yield WW 0.09
730 + MC yield ZZ 12.38
731 + MC yield WZ 562.71
732 + MC yield ttbar 9.18
733 + SCALING ZJETS BY 111/946
734 + MC yield zjets 8.85
735 + MC total yield 620.39
736 + data yield 703
737 + Plotting var pfmet flavor sf
738 + compareDataMC : apply trigeff 1
739 + MC yield VVV 7.73
740 + MC yield ttV 18.95
741 + MC yield single top 0.51
742 + MC yield WW 0.09
743 + MC yield ZZ 12.38
744 + MC yield WZ 562.72
745 + MC yield ttbar 9.18
746 + SCALING ZJETS BY 111/946
747 + MC yield zjets 8.85
748 + MC total yield 620.40
749 + data yield 703
750 + Plotting var dileppt flavor sf
751 + compareDataMC : apply trigeff 1
752 + MC yield VVV 7.73
753 + MC yield ttV 18.95
754 + MC yield single top 0.51
755 + MC yield WW 0.09
756 + MC yield ZZ 12.38
757 + MC yield WZ 562.71
758 + MC yield ttbar 9.18
759 + SCALING ZJETS BY 111/946
760 + MC yield zjets 8.85
761 + MC total yield 620.38
762 + data yield 703
763 + \end{comment}
764 +
765   \end{center}
766   \end{figure}
767  
# Line 988 | Line 779 | A pure ZZ sample can be selected in data
779  
780   The data and MC yields passing the above selection are in Table~\ref{tab:zz}.
781   In this ZZ-dominated sample we observe good agreement between the data yield and the MC prediction.
782 < After requiring 2 jets (corresponding to the requirement in the analysis selection), we observe 4 events
783 < in data and the MC predicts $6.6\pm0.1$ events. Due to the limited statistical precision we assign an uncertainty
784 < fo 50\% on the ZZ yield.
782 > After requiring 2 jets (corresponding to the requirement in the analysis selection), we observe 14 events
783 > in data and the MC predicts $13.2\pm0.2$ events. Due to the limited statistical precision we assign an uncertainty
784 > of 50\% on the ZZ yield.
785  
786   \begin{table}[htb]
787   \begin{center}
788   \caption{\label{tab:zz} Data and Monte Carlo yields for the ZZ preselection. }
789   \begin{tabular}{lccccc}
790 +
791 + %Loading babies at       : ../output/V00-02-00
792 + %Using selection         : ((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==4 && lep3.pt()>20.0 && lep4.pt()>20.0))&&(dilmass>81 && dilmass<101)
793 + %Using weight            : weight * 19.3 * trgeff * vtxweight
794 +
795   \hline
796   \hline
797           Sample   &             ee   &       $\mu\mu$   &         e$\mu$   &          total  \\
798   \hline
1003
1004 %Loading babies at       : ../output/V00-01-04
1005 %Using selection         : (((((isdata==0 || (run<197556 || run>198913))&&(((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0))))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==4 && lep3.pt()>20.0 && lep4.pt()>20.0))&&(dilmass>81 && dilmass<101)
1006 %Using weight            : weight * 9.2 * trgeff * vtxweight
1007 %SCALING ZJETS BY 111/946
799   %SCALING ZZ BY 1.92
800 <
801 <             ZZ   & 25.1 $\pm$ 0.1   & 34.9 $\pm$ 0.1   &  1.6 $\pm$ 0.0   & 61.7 $\pm$ 0.1  \\
802 <            ttV   &  0.6 $\pm$ 0.1   &  0.6 $\pm$ 0.1   &  0.2 $\pm$ 0.0   &  1.4 $\pm$ 0.1  \\
1012 <            VVV   &  0.3 $\pm$ 0.0   &  0.4 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.7 $\pm$ 0.0  \\
1013 <             WZ   &  0.1 $\pm$ 0.0   &  0.1 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.1 $\pm$ 0.0  \\
800 >             ZZ   & 52.7 $\pm$ 0.2   & 73.3 $\pm$ 0.2   &  3.4 $\pm$ 0.0   &129.4 $\pm$ 0.3  \\
801 >             WZ   &  0.1 $\pm$ 0.0   &  0.1 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.3 $\pm$ 0.1  \\
802 > %SCALING ZJETS BY 111/946
803           \zjets   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
804           \ttbar   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
1016     single top   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
805               WW   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
806 +     single top   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
807 +            ttV   &  1.3 $\pm$ 0.2   &  1.4 $\pm$ 0.2   &  0.3 $\pm$ 0.1   &  3.0 $\pm$ 0.2  \\
808 +            VVV   &  0.6 $\pm$ 0.1   &  0.8 $\pm$ 0.1   &  0.0 $\pm$ 0.0   &  1.4 $\pm$ 0.1  \\
809   \hline
810 <      tot SM MC   & 26.1 $\pm$ 0.1   & 36.1 $\pm$ 0.1   &  1.8 $\pm$ 0.0   & 63.9 $\pm$ 0.2  \\
810 >      tot SM MC   & 54.7 $\pm$ 0.3   & 75.6 $\pm$ 0.3   &  3.8 $\pm$ 0.1   &134.1 $\pm$ 0.4  \\
811   \hline
812 <           data   &             24   &             36   &              0   &             60  \\
812 >           data   &             56   &             80   &              5   &            141  \\
813   \hline
814   \hline
815 +
816   \end{tabular}
817   \end{center}
818   \end{table}
819  
820   \begin{figure}[tbh]
821   \begin{center}
822 < \includegraphics[width=1\linewidth]{plots/ZZ_eemm_92fb.pdf}
822 > \includegraphics[width=1\linewidth]{plots/ZZ_19fb.pdf}
823   \caption{\label{fig:zz}\protect
824   Data vs. MC comparisons for the ZZ selection discussed in the text for \lumi.
825   The number of jets, missing transverse energy, and Z boson transverse momentum are displayed.
# Line 1035 | Line 827 | The number of jets, missing transverse e
827   \end{center}
828   \end{figure}
829  
830 + \begin{comment}
831 + Loading babies at       : ../output/V00-02-00
832 + Using selection         : ((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==4 && lep3.pt()>20.0 && lep4.pt()>20.0))&&(dilmass>81 && dilmass<101)
833 + Using weight            : weight * 19.3 * trgeff * vtxweight
834 + Plotting var njets flavor sf
835 + compareDataMC : apply trigeff 1
836 +
837 + MC yield VVV 1.40
838 + MC yield ttV 2.64
839 + MC yield single top 0.00
840 + MC yield WW 0.00
841 + MC yield ttbar 0.00
842 + SCALING ZJETS BY 111/946
843 + MC yield zjets 0.00
844 + MC yield WZ 0.27
845 + SCALING ZJETS BY 1.92
846 + MC yield ZZ 125.99
847 + MC total yield 130.31
848 + data yield 136
849 + Plotting var pfmet flavor sf
850 + compareDataMC : apply trigeff 1
851 + MC yield VVV 1.40
852 + MC yield ttV 2.64
853 + MC yield single top 0.00
854 + MC yield WW 0.00
855 + MC yield ttbar 0.00
856 + SCALING ZJETS BY 111/946
857 + MC yield zjets 0.00
858 + MC yield WZ 0.27
859 + SCALING ZJETS BY 1.92
860 + MC yield ZZ 126.00
861 + MC total yield 130.32
862 + data yield 136
863 + Plotting var dileppt flavor sf
864 + compareDataMC : apply trigeff 1
865 + MC yield VVV 1.40
866 + MC yield ttV 2.64
867 + MC yield single top 0.00
868 + MC yield WW 0.00
869 + MC yield ttbar 0.00
870 + SCALING ZJETS BY 111/946
871 + MC yield zjets 0.00
872 + MC yield WZ 0.27
873 + SCALING ZJETS BY 1.92
874 + MC yield ZZ 126.00
875 + MC total yield 130.33
876 + data yield 136
877 + \end{comment}
878  
879  
880  

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