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Associated Production for the Standard Model Higgs at CDF

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Data: 100 events. Expected: 12.8 3.5. Data: 11 events. S/B =1/4 (before selections 5/1015) ... NN Tagging ... Double b- tag CR2 : Dominated by top ... – PowerPoint PPT presentation

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Title: Associated Production for the Standard Model Higgs at CDF


1
Associated Production for the Standard Model
Higgs at CDF
  • D. Bortoletto
  • Purdue University
  • Outline
  • Higgs at the Tevatron
  • WH? ?? bb
  • ZH ? ?? bb
  • WH and ZH ? met bb
  • Outlook

2
SM Higgs
  • The Higgs remains the Holy Grail of Particle
    Physics
  • Direct LEP searches MHgt114 GeV at 95 CL
  • Indirect searches improving. Smaller error on top
    and W mass Mtop170.9 1.8 GeV and MW80.398
    0.25 GeV

MHlt144 GeV (ignoring direct limit) MHlt182 GeV
(including 114 GeV limit)
3
Higgs at the Tevatron
  • mHlt135 GeV use
    W/Z H and H?bb
  • Trigger on
    leptons or met
  • mHgt135 GeV direct production and H?WW

Total
H ? WW?l ? l ?
WH ? l ? bb
ZH ???bb
ZH ? llbb
4
ZH???bb
  • Strategy
  • Optimize lepton selection to improve Z???
    acceptance by 70
  • Improve S/B
  • Two loose b-tag 50 efficient, 1.5 fake rate
  • One tight b-tag 40 efficient, 0.5 fake rate
  • Improve mass resolution
  • Use MET to improve mass resolution using NN since
    no real MET expected

CDF secondary vertex
5
ZH???bb
(1,1)
  • Reduce the background with 2D NN
  • Training on ZZ, Zbb, tt and ZH MC
  • Fakes and mistags from data

tt
fakes
tt versus ZH
Zjets
ZZ
ZH
(1,0)
(0,0)
mistags
Zjets versus ZH
40
6
Signal region
  • Double tag
  • Single tag

Expected 101.6 17.8 Data 100 events
Expected 12.8 3.5 Data 11 events
S/B 1/4 (before selections
5/1015)
7
Limits
mH115 GeV
Major systematic uncertainties Z jet
Background shape Z heavy flavor Jet Energy
scale Total systematic shift in ?? 0.19 pb
95 CL s over SM expectation
8
WH???bb
Observable
Lepton(e/µ) PTgt20 GeV, ?lt1
Missing ET gt20 GeV
  • Backgrounds
  • Non-W QCD (lepton fakes) Data based estimation
  • Mistag Data based estimation
  • WHeavy Flavor (Wbb, Wcc, Wc) Data and MC based
    estimation
  • Other standard model background (tt, single top,
    di-boson, Z?tau tau)
  • MC based estimation

9
NN Tagging
  • Apply neural net b-tagger on the information of
    SECVTX to improve the separation between b-jets
    and c-jets or light-jets
  • NN input Lxy significance, vertex mass,
    pseudo-ct

Keeping 90 of true b-jets, 65 of l-jets and 50
of c-jets are removed!
10
Results WH???bb
2 SECVTX without NN
At least 2 b-tagging (double tag)
NN b-tagging is NOT applied
Higgs
Expected 44.2 8.5 Observed 39
11
Limits
About 10 SM
12
W/Z?MET and H?bb
  • This final state can
    be used to search for
  • Signal has a distinctive
    topology
  • Two jets
  • ?lt2.0 and one ?lt0.9
  • ET,jet1 gt 35 GeV
  • ET,jet2 gt 25 GeV
  • ?R(j1,j2)gt1.0
  • No other jets with ETgt 20 GeV, ?lt2.0
  • Large MET (gt50 GeV)
  • b-jets (use b-tagging)

13
Z/W?MeT and H?bb
  • Control Region 2 EWK
  • 1 identified lepton
  • ?F(j2, MET)gt0.4
  • Unbiased analysis
  • Control Region 1 QCD
  • Veto events with identified leptons
  • ?F(j2, MET)lt0.4
  • Extended Signal Region
  • Veto events with leptons
  • ?F(j2, MET)gt0.4

14
Results
  • Sensitivity Optimization performed in extended
    signal region
  • ET,1 gt 60 GeV and ?(ET,1, MET) gt 0.8
  • MET gt 70 GeV
  • HT scalar sum of the jet Et-s
  • Missing HT (vectorial sum of jet Et-s)
  • Missing HT / HT gt 0.45

Tight SECVTX applied to this analysis both for
single and double tagging
Double tag
Expect 14.8 2.65 Observe 16
Double b- tag CR2 Dominated by top
15
Exclusion limits
Systematic uncertainties B-tagging 8.6 for
double tags Jet energy scale 7-26 Luminosity
6 Z/W heavy flavor normalization 40
16
Candidate event
Double-tagged event
Missing ET 144.8 GeV
Second Jet ET 54.7 GeV 
Leading Jet ET 100.3 GeV
Di-jet invariant mass 82 GeV
17
Combination
  • Combination of all CDF channels and with D0 in
    ongoing

CDF Combination does not include the improved
llbb analysis
ICHEP 06
18
Outlook
  • Current limits with 1 fb-1
  • 2.5 fb-1 have been collected
  • Tevatron operating well ? 6 fb-1 by 09

2007
  • Improved analysis methods
  • Improved triggers implemented
  • Ex. New Calorimeter trigger
  • We keep working and searching

19
  • Backup slides

20
Validation
  • Pre-tagged sample

21
Results WH???bb
1 SECVTX with NN tagging
Expected 394.4 66.6 Observed 421
22
Backgrounds
A few examples!
Tight SECVTX applied to this analysis both for
single and double tagging
Double b- tag CR2 Dominated by top
Single tag CR1 Dominated by QCD and mistags
23
Signal Region
S/B Optimization is performed in extended signal
region Jet energy Missing ET HT scalar sum of
the jet Et-s Missing HT (vectorial sum of jet
Et-s)
  • ?(1st Jet, Missing ET) gt 0.8
  • Missing ET gt 70 GeV
  • Missing HT / HT gt 0.45
  • 1st Jet ET gt 60 GeV

Single tag
Double tag
Expect 14.8 2.65 Observe 16
Expect 251.0 43.2 Observe 268
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