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Comparing UserCode/benhoob/cmsnotes/ZMet2012/bkg.tex (file contents):
Revision 1.16 by benhoob, Wed Dec 19 22:57:48 2012 UTC vs.
Revision 1.20 by benhoob, Fri Jan 25 17:46:18 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{304953/0.88}{239661/0.95}} = 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
568  
801 data  :
802 total : 103
803 Z     : 13
804 K     : 0.13 +/- 0.035
805
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 852 | Line 593 | A pure WZ sample can be selected in data
593   \begin{itemize}
594   \item Exactly 3 $p_T>20$~GeV leptons passing analysis identication and isolation requirements,
595   \item 2 of the 3 leptons must fall in the Z window 81-101 GeV,
596 < \item \MET $>$ 50 GeV (to suppress DY).
596 > \item \MET $>$ 50 GeV (to suppress DY),
597 > \item veto events with b-tagged jets.
598   \end{itemize}
599  
600   The data and MC yields passing the above selection are in Table~\ref{tab:wz}.
601 < The inclusive yields (without any jet requirements) agree within 13\%, which is consistent within
602 < the uncertainty in the CMS measured WZ cross section (17\%). A data vs. MC comparison of kinematic
601 > The inclusive yields (without any jet requirements) in the same-flavor final states (660 observed vs. 596 $\pm$ 5.2 MC expected)
602 > agree within 11\%, which is consistent within
603 > the $\approx$15\% uncertainty in the theory prediction for the WZ cross section. A data vs. MC comparison of kinematic
604   distributions (jet multiplicity, \MET, Z \pt) is given in Fig.~\ref{fig:wz}. High \MET\
605   values in WZ and ZZ events arise from highly boosted W or Z bosons that decay leptonically,
606   and we therefore check that the MC does a reasonable job of reproducing the \pt distributions of the
607   leptonically decaying \Z. While the inclusive WZ yields are in reasonable agreement, we observe
608   an excess in data in events with at least 2 jets, corresponding to the jet multiplicity requirement
609 < in our preselection. We observe 106 events in data while the MC predicts $62\pm1.5$~(stat), representing an excess of 71\%,
610 < as indicated in Table~\ref{tab:wz2j}.
611 < 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.
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}
872 < We note some possible contributions to this discrepancy:
873 <
874 < \begin{itemize}
875 <
876 < \item {\bf The following checks refer to the 5.2 fb$^{-1}$ results and will be updated.}
877 <
878 < \item The \zjets\ contribution is under-estimated here, for 2 reasons: first, because the \zjets\
879 < yield passing a \MET $>$ 50 GeV requirement is under-estimated in MC and second, because the fake
880 < rate is typically under-estimated in the MC. To get a rough idea for how much the excess depends
881 < on the \zjets\ yield, if the \zjets\ yield is doubled then the excess is reduced from 78\% to 55\%.
882 < Also note that we are currently using 10\% of the \zjets\ MC sample and there is 1 event with a weight
883 < of about 5, so the plots and tables will be remade with full \zjets\ sample.
884 <
885 < \item The \ttbar\ contribution is under-estimated here because the fake
886 < rate is typically under-estimated in the MC. To get a rough idea for how much the excess depends
887 < on the \ttbar\ yield, if the \ttbar\ yield is doubled then the excess is reduced from 78\% to 57\%.
888 <
889 < \item Currently no attempt is made to reject jets from pile-up interactions, which may be responsible
890 < for some of the excess at large \njets. To check this, we increase the jet \pt threhsold to 40 GeV, which
891 < helps to suppress PU jets, and observe 39 events in data vs. an MC prediction of $25\pm5.2$~(stat),
892 < decreasing the excess from 78\% to 58\%. In the future this may be improved by explicitly
893 < requiring the jets to be consistent with originating from the signal primary vertex.
894 <
895 < \end{itemize}
896 < \end{comment}
609 > in our preselection. We observe 124 same-flavor events in data while the MC predicts $88\pm1.5$~(stat), representing an excess of 41\%,
610 > as indicated in Table~\ref{tab:wz2j}, and we therefore assess an uncertainty of 50\% on the WZ background.
611 > %We note that the contributions from fake leptons and from \zjets\ with mismeasured \MET\
612 > %is underestimated in the MC.
613 > %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.
614 > %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}.
615  
616  
617  
# Line 902 | Line 620 | requiring the jets to be consistent with
620   \caption{\label{tab:wz} Data and Monte Carlo yields passing the WZ preselection. }
621   \begin{tabular}{lccccc}
622  
623 < %Loading babies at       : ../output/V00-02-00
624 < %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)
625 < %Using weight            : weight * 19.3 * trgeff * vtxweight
623 > %Loading babies at       : ../output/V00-02-13
624 > %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))&&(nbcsvm==0)
625 > %Using weight            : weight * 19.5 * trgeff * vtxweight
626  
627   \hline
628   \hline
629           Sample   &             ee   &       $\mu\mu$   &         e$\mu$   &          total  \\
630   \hline
631 < %SCALING ZJETS BY 111/946
632 <             WZ   &244.9 $\pm$ 1.6   &317.9 $\pm$ 1.8   & 17.0 $\pm$ 0.4   &579.7 $\pm$ 2.4  \\
633 <         \zjets   &  2.5 $\pm$ 2.0   &  6.4 $\pm$ 3.9   &  0.0 $\pm$ 0.0   &  8.9 $\pm$ 4.3  \\
634 <             ZZ   &  5.3 $\pm$ 0.0   &  7.1 $\pm$ 0.1   &  0.4 $\pm$ 0.0   & 12.8 $\pm$ 0.1  \\
917 <         \ttbar   &  2.5 $\pm$ 1.3   &  6.7 $\pm$ 2.0   &  7.5 $\pm$ 2.1   & 16.7 $\pm$ 3.2  \\
631 >             WZ   &244.0 $\pm$ 1.6   &301.8 $\pm$ 1.6   & 17.0 $\pm$ 0.4   &562.8 $\pm$ 2.3  \\
632 >             ZZ   & 10.2 $\pm$ 0.1   & 12.8 $\pm$ 0.1   &  0.8 $\pm$ 0.0   & 23.8 $\pm$ 0.1  \\
633 >         \zjets   &  3.3 $\pm$ 2.4   &  5.8 $\pm$ 3.4   &  0.0 $\pm$ 0.0   &  9.0 $\pm$ 4.2  \\
634 >         \ttbar   &  0.6 $\pm$ 0.6   &  4.5 $\pm$ 1.6   &  2.1 $\pm$ 1.1   &  7.3 $\pm$ 2.0  \\
635       single top   &  0.0 $\pm$ 0.0   &  0.5 $\pm$ 0.5   &  0.0 $\pm$ 0.0   &  0.5 $\pm$ 0.5  \\
636               WW   &  0.0 $\pm$ 0.0   &  0.1 $\pm$ 0.1   &  0.2 $\pm$ 0.1   &  0.3 $\pm$ 0.1  \\
637 <            ttV   &  8.6 $\pm$ 0.4   & 10.3 $\pm$ 0.4   &  2.5 $\pm$ 0.2   & 21.5 $\pm$ 0.7  \\
638 <            VVV   &  3.4 $\pm$ 0.1   &  4.3 $\pm$ 0.1   &  0.6 $\pm$ 0.1   &  8.3 $\pm$ 0.2  \\
637 >            ttV   &  2.3 $\pm$ 0.2   &  2.6 $\pm$ 0.2   &  0.6 $\pm$ 0.1   &  5.5 $\pm$ 0.3  \\
638 >            VVV   &  3.0 $\pm$ 0.1   &  3.7 $\pm$ 0.1   &  0.6 $\pm$ 0.1   &  7.4 $\pm$ 0.2  \\
639   \hline
640 <      tot SM MC   &267.1 $\pm$ 2.9   &353.3 $\pm$ 4.7   & 28.2 $\pm$ 2.2   &648.6 $\pm$ 6.0  \\
640 >    total SM MC   &263.4 $\pm$ 3.0   &331.8 $\pm$ 4.2   & 21.4 $\pm$ 1.2   &616.6 $\pm$ 5.2  \\
641   \hline
642 <           data   &            312   &            391   &             50   &            753  \\
642 >           data   &            288   &            372   &             36   &            696  \\
643   \hline
644   \hline
645  
# Line 935 | Line 652 | requiring the jets to be consistent with
652   \caption{\label{tab:wz2j} Data and Monte Carlo yields passing the WZ preselection and \njets\ $\geq$ 2. }
653   \begin{tabular}{lccccc}
654  
655 < %Loading babies at       : ../output/V00-02-00
656 < %-------------------------------------
657 < %USING SKIMMED SAMPLES WITH NJETS >= 2
941 < %-------------------------------------
942 <
943 < %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)
944 < %Using weight            : weight * 19.3 * trgeff * vtxweight
655 > %Loading babies at       : ../output/V00-02-13
656 > %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))&&(nbcsvm==0))&&(njets>=2)
657 > %Using weight            : weight * 19.5 * trgeff * vtxweight
658  
659   \hline
660   \hline
661           Sample   &             ee   &       $\mu\mu$   &         e$\mu$   &          total  \\
662   \hline
663 < %SCALING ZJETS BY 111/946
664 <         \ttbar   &  1.6 $\pm$ 0.9   &  3.4 $\pm$ 1.5   &  1.8 $\pm$ 1.1   &  6.9 $\pm$ 2.0  \\
665 <         \zjets   &  1.9 $\pm$ 1.9   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  1.9 $\pm$ 1.9  \\
666 <             WZ   & 40.0 $\pm$ 0.7   & 51.5 $\pm$ 0.7   &  2.7 $\pm$ 0.2   & 94.3 $\pm$ 1.0  \\
954 <             ZZ   &  1.0 $\pm$ 0.0   &  1.4 $\pm$ 0.0   &  0.1 $\pm$ 0.0   &  2.6 $\pm$ 0.0  \\
663 >             WZ   & 33.0 $\pm$ 0.6   & 41.1 $\pm$ 0.6   &  2.3 $\pm$ 0.2   & 76.3 $\pm$ 0.9  \\
664 >             ZZ   &  1.7 $\pm$ 0.0   &  2.1 $\pm$ 0.0   &  0.1 $\pm$ 0.0   &  3.9 $\pm$ 0.1  \\
665 >         \zjets   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
666 >         \ttbar   &  0.6 $\pm$ 0.6   &  1.3 $\pm$ 0.9   &  1.2 $\pm$ 0.9   &  3.1 $\pm$ 1.4  \\
667       single top   &  0.0 $\pm$ 0.0   &  0.5 $\pm$ 0.5   &  0.0 $\pm$ 0.0   &  0.5 $\pm$ 0.5  \\
668               WW   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
669 <            ttV   &  8.0 $\pm$ 0.4   &  9.5 $\pm$ 0.4   &  2.2 $\pm$ 0.2   & 19.6 $\pm$ 0.6  \\
670 <            VVV   &  1.9 $\pm$ 0.1   &  2.6 $\pm$ 0.1   &  0.2 $\pm$ 0.0   &  4.6 $\pm$ 0.2  \\
669 >           \ttV   &  1.8 $\pm$ 0.2   &  2.1 $\pm$ 0.2   &  0.4 $\pm$ 0.1   &  4.3 $\pm$ 0.3  \\
670 >            VVV   &  1.5 $\pm$ 0.1   &  2.0 $\pm$ 0.1   &  0.1 $\pm$ 0.0   &  3.7 $\pm$ 0.1  \\
671   \hline
672 <      tot SM MC   & 54.4 $\pm$ 2.2   & 69.0 $\pm$ 1.8   &  6.9 $\pm$ 1.1   &130.4 $\pm$ 3.1  \\
672 >    total SM MC   & 38.7 $\pm$ 0.9   & 49.1 $\pm$ 1.2   &  4.1 $\pm$ 0.9   & 91.8 $\pm$ 1.7  \\
673   \hline
674 <           data   &             87   &             91   &             22   &            200  \\
674 >           data   &             61   &             63   &             11   &            135  \\
675   \hline
676   \hline
677  
# Line 969 | Line 681 | requiring the jets to be consistent with
681  
682   \begin{figure}[tbh]
683   \begin{center}
684 < \includegraphics[width=1\linewidth]{plots/WZ_19fb.pdf}
684 > \includegraphics[width=1\linewidth]{plots/WZ_19p5fb.pdf}
685   \caption{\label{fig:wz}\protect
686   Data vs. MC comparisons for the WZ selection discussed in the text for \lumi.
687   The number of jets, missing transverse energy, and Z boson transverse momentum are displayed.
688   }
689   \begin{comment}
690 < Loading babies at       : ../output/V00-02-00
691 < 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)
692 < Using weight            : weight * 19.3 * trgeff * vtxweight
690 >
691 > Loading babies at       : ../output/V00-02-13
692 > 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))&&(nbcsvm==0)
693 > Using weight            : weight * 19.5 * trgeff * vtxweight
694   Plotting var njets flavor sf
695   compareDataMC : apply trigeff 1
696 < MC yield VVV 7.73
697 < MC yield ttV 18.95
985 < MC yield single top 0.51
696 > MC yield VVV 6.78
697 > MC yield ttV 4.94
698   MC yield WW 0.09
699 < MC yield ZZ 12.38
700 < MC yield WZ 562.71
701 < MC yield ttbar 9.18
702 < SCALING ZJETS BY 111/946
703 < MC yield zjets 8.85
704 < MC total yield 620.39
705 < data yield 703
699 > MC yield single top 0.47
700 > MC yield ttbar 5.14
701 > MC yield ZZ 23.01
702 > MC yield WZ 545.78
703 > MC yield zjets 9.02
704 > MC total yield 595.23
705 > data yield 660
706   Plotting var pfmet flavor sf
707   compareDataMC : apply trigeff 1
708 < MC yield VVV 7.73
709 < MC yield ttV 18.95
710 < MC yield single top 0.51
708 > Warning in <TROOT::Append>: Replacing existing TH1: htemp (Potential memory leak).
709 > MC yield VVV 6.78
710 > MC yield ttV 4.94
711   MC yield WW 0.09
712 < MC yield ZZ 12.38
713 < MC yield WZ 562.72
714 < MC yield ttbar 9.18
715 < SCALING ZJETS BY 111/946
716 < MC yield zjets 8.85
717 < MC total yield 620.40
718 < data yield 703
712 > MC yield single top 0.47
713 > MC yield ttbar 5.14
714 > MC yield ZZ 23.01
715 > MC yield WZ 545.79
716 > MC yield zjets 9.02
717 > MC total yield 595.24
718 > data yield 660
719 > Warning in <TROOT::Append>: Replacing existing TH1: datahist (Potential memory leak).
720 > Warning in <TROOT::Append>: Replacing existing TH1: mc_0 (Potential memory leak).
721 > Warning in <TROOT::Append>: Replacing existing TH1: mc_1 (Potential memory leak).
722 > Warning in <TROOT::Append>: Replacing existing TH1: mc_2 (Potential memory leak).
723 > Warning in <TROOT::Append>: Replacing existing TH1: mc_3 (Potential memory leak).
724 > Warning in <TROOT::Append>: Replacing existing TH1: mc_4 (Potential memory leak).
725 > Warning in <TROOT::Append>: Replacing existing TH1: mc_5 (Potential memory leak).
726 > Warning in <TROOT::Append>: Replacing existing TH1: mc_6 (Potential memory leak).
727 > Warning in <TROOT::Append>: Replacing existing TH1: mc_7 (Potential memory leak).
728   Plotting var dileppt flavor sf
729   compareDataMC : apply trigeff 1
730 < MC yield VVV 7.73
731 < MC yield ttV 18.95
732 < MC yield single top 0.51
730 > Warning in <TROOT::Append>: Replacing existing TH1: htemp (Potential memory leak).
731 > MC yield VVV 6.78
732 > MC yield ttV 4.94
733   MC yield WW 0.09
734 < MC yield ZZ 12.38
735 < MC yield WZ 562.71
736 < MC yield ttbar 9.18
737 < SCALING ZJETS BY 111/946
738 < MC yield zjets 8.85
739 < MC total yield 620.38
740 < data yield 703
734 > MC yield single top 0.47
735 > MC yield ttbar 5.14
736 > MC yield ZZ 23.01
737 > MC yield WZ 545.78
738 > MC yield zjets 9.02
739 > MC total yield 595.23
740 > data yield 660
741 >
742   \end{comment}
743  
744   \end{center}
# Line 1036 | Line 758 | A pure ZZ sample can be selected in data
758  
759   The data and MC yields passing the above selection are in Table~\ref{tab:zz}.
760   In this ZZ-dominated sample we observe good agreement between the data yield and the MC prediction.
761 < After requiring 2 jets (corresponding to the requirement in the analysis selection), we observe 14 events
762 < in data and the MC predicts $13.2\pm0.2$ events. Due to the limited statistical precision we assign an uncertainty
761 > After requiring 2 jets (corresponding to the requirement in the analysis selection), we observe 11 events
762 > in data and the MC predicts $11\pm0.2$ events. Due to the limited statistical precision we assign an uncertainty
763   of 50\% on the ZZ yield.
764  
765   \begin{table}[htb]
# Line 1045 | Line 767 | of 50\% on the ZZ yield.
767   \caption{\label{tab:zz} Data and Monte Carlo yields for the ZZ preselection. }
768   \begin{tabular}{lccccc}
769  
770 < %Loading babies at       : ../output/V00-02-00
770 > %Loading babies at       : ../output/V00-02-13
771   %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)
772 < %Using weight            : weight * 19.3 * trgeff * vtxweight
772 > %Using weight            : weight * 19.5 * trgeff * vtxweight
773  
774   \hline
775   \hline
776           Sample   &             ee   &       $\mu\mu$   &         e$\mu$   &          total  \\
777   \hline
778 < %SCALING ZZ BY 1.92
779 <             ZZ   & 52.7 $\pm$ 0.2   & 73.3 $\pm$ 0.2   &  3.4 $\pm$ 0.0   &129.4 $\pm$ 0.3  \\
780 <             WZ   &  0.1 $\pm$ 0.0   &  0.1 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.3 $\pm$ 0.1  \\
1059 < %SCALING ZJETS BY 111/946
778 >             ZZ   & 53.0 $\pm$ 0.2   & 70.7 $\pm$ 0.2   &  3.5 $\pm$ 0.0   &127.2 $\pm$ 0.3  \\
779 >           \ttV   &  1.3 $\pm$ 0.2   &  1.4 $\pm$ 0.2   &  0.3 $\pm$ 0.1   &  3.0 $\pm$ 0.2  \\
780 >            VVV   &  0.7 $\pm$ 0.1   &  0.9 $\pm$ 0.1   &  0.0 $\pm$ 0.0   &  1.7 $\pm$ 0.1  \\
781           \zjets   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
782 +             WZ   &  0.1 $\pm$ 0.0   &  0.1 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.3 $\pm$ 0.1  \\
783           \ttbar   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
1062             WW   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
784       single top   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
785 <            ttV   &  1.3 $\pm$ 0.2   &  1.4 $\pm$ 0.2   &  0.3 $\pm$ 0.1   &  3.0 $\pm$ 0.2  \\
1065 <            VVV   &  0.6 $\pm$ 0.1   &  0.8 $\pm$ 0.1   &  0.0 $\pm$ 0.0   &  1.4 $\pm$ 0.1  \\
785 >             WW   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0   &  0.0 $\pm$ 0.0  \\
786   \hline
787 <      tot SM MC   & 54.7 $\pm$ 0.3   & 75.6 $\pm$ 0.3   &  3.8 $\pm$ 0.1   &134.1 $\pm$ 0.4  \\
787 >    total SM MC   & 55.1 $\pm$ 0.3   & 73.1 $\pm$ 0.3   &  3.9 $\pm$ 0.1   &132.1 $\pm$ 0.4  \\
788   \hline
789 <           data   &             56   &             80   &              5   &            141  \\
789 >           data   &             57   &             82   &              5   &            144  \\
790   \hline
791   \hline
792  
# Line 1076 | Line 796 | of 50\% on the ZZ yield.
796  
797   \begin{figure}[tbh]
798   \begin{center}
799 < \includegraphics[width=1\linewidth]{plots/ZZ_19fb.pdf}
799 > \includegraphics[width=1\linewidth]{plots/ZZ_19p5fb.pdf}
800   \caption{\label{fig:zz}\protect
801   Data vs. MC comparisons for the ZZ selection discussed in the text for \lumi.
802   The number of jets, missing transverse energy, and Z boson transverse momentum are displayed.
# Line 1085 | Line 805 | The number of jets, missing transverse e
805   \end{figure}
806  
807   \begin{comment}
808 < Loading babies at       : ../output/V00-02-00
808 >
809 > Loading babies at       : ../output/V00-02-13
810   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)
811 < Using weight            : weight * 19.3 * trgeff * vtxweight
811 > Using weight            : weight * 19.5 * trgeff * vtxweight
812   Plotting var njets flavor sf
813   compareDataMC : apply trigeff 1
814 <
815 < MC yield VVV 1.40
1095 < MC yield ttV 2.64
1096 < MC yield single top 0.00
814 > MC yield VVV 1.63
815 > MC yield ttV 2.66
816   MC yield WW 0.00
817 + MC yield single top 0.00
818   MC yield ttbar 0.00
819 < SCALING ZJETS BY 111/946
819 > MC yield ZZ 123.68
820 > MC yield WZ 0.25
821   MC yield zjets 0.00
822 < MC yield WZ 0.27
823 < SCALING ZJETS BY 1.92
1103 < MC yield ZZ 125.99
1104 < MC total yield 130.31
1105 < data yield 136
822 > MC total yield 128.21
823 > data yield 139
824   Plotting var pfmet flavor sf
825   compareDataMC : apply trigeff 1
826 < MC yield VVV 1.40
827 < MC yield ttV 2.64
1110 < MC yield single top 0.00
826 > MC yield VVV 1.63
827 > MC yield ttV 2.66
828   MC yield WW 0.00
829 + MC yield single top 0.00
830   MC yield ttbar 0.00
831 < SCALING ZJETS BY 111/946
831 > MC yield ZZ 123.66
832 > MC yield WZ 0.25
833   MC yield zjets 0.00
834 < MC yield WZ 0.27
835 < SCALING ZJETS BY 1.92
1117 < MC yield ZZ 126.00
1118 < MC total yield 130.32
1119 < data yield 136
834 > MC total yield 128.19
835 > data yield 139
836   Plotting var dileppt flavor sf
837   compareDataMC : apply trigeff 1
838 < MC yield VVV 1.40
839 < MC yield ttV 2.64
1124 < MC yield single top 0.00
838 > MC yield VVV 1.63
839 > MC yield ttV 2.66
840   MC yield WW 0.00
841 + MC yield single top 0.00
842   MC yield ttbar 0.00
843 < SCALING ZJETS BY 111/946
843 > MC yield ZZ 123.67
844 > MC yield WZ 0.25
845   MC yield zjets 0.00
846 < MC yield WZ 0.27
847 < SCALING ZJETS BY 1.92
848 < MC yield ZZ 126.00
849 < MC total yield 130.33
1133 < data yield 136
846 > MC total yield 128.20
847 > data yield 139
848 >
849 >
850   \end{comment}
851  
852  

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