Christophe Ochando on behalf of the CMS collaboration

85
Christophe Ochando on behalf of the CMS collaboration Study of Higgs Production in Bosonic Decays Channels in CMS March 2013, Moriond QCD M γγ =125.9 GeV σ M /M=0.9%

description

Study of Higgs Production in Bosonic Decays Channels in CMS. Christophe Ochando on behalf of the CMS collaboration. M γγ =125.9 GeV σ M /M=0.9%. March 2013, Moriond QCD. Introduction/Outline. H VV: Most sensitive channels - PowerPoint PPT Presentation

Transcript of Christophe Ochando on behalf of the CMS collaboration

Page 1: Christophe  Ochando on behalf of the CMS collaboration

Christophe Ochando on behalf of the CMS collaboration

Study of Higgs Production in Bosonic Decays Channels in CMS

March 2013, Moriond QCDMγγ=125.9 GeV

σM/M=0.9%

Page 2: Christophe  Ochando on behalf of the CMS collaboration

Introduction/Outline

2

HVV: Most sensitive channels Covers full mass range (110 – 1000 GeV) Focus on low mass in this talk.

mH range (GeV) mH resolution L (fb-1) [7+8 TeV]

HZZ4l 110-1000 1-2% 5.1 + 19.6H 110-150 1-2% 5.1 + 19.6HWW2l2nu 110-600 20% 4.9 + 19.5

High Resolution

High massonly

Large yields

WHWWW3l 110-200 4.9 + 19.5

HZ 120-150 5.0 + 19.6

VHqq’2l2 120-190 4.9

HZZ2l2q 130-600 4.6

HZZ2l2 200-600 5.1 + 5

HZZ2l2 (with 4l at high mass)

180-1000 5.1 + 19.3

HWWqq’l 170-600 5.0+12

In back-up:

Rare mode

Page 3: Christophe  Ochando on behalf of the CMS collaboration

Object Grand Summary

3

HVV analysis critically depends on prompt photons & leptons:

… As well on (b-)jets, MET & taus

Identified (Multivariate BDT technique for eID) Isolated (Particle Flow)

With high energy/momentum resolution

ECAL energy BDT regression: ~10-25% resolution improvement

for H & HZZ4e

30% gain in signal efficiency for same background

Stable vs pile-up

Page 4: Christophe  Ochando on behalf of the CMS collaboration

H WW2l2: Overview

4

Main improvements wrt November (CMS-HIG-12-042): 7 TeV re-analyzed. better understanding of main backgrounds

Search for excess of events with two high pT isolated leptons (e, ) + moderate MET

Expect small (l,l) and m(l,l) if SM Higgs boson Can distinguish between

different spin hypothesis (see Andrew’s talk)

Backgrounds control is the key ! Irreducible: qq/ggWW Reducible: Top, W+jets, di-bosons, DY

No mass peak but large XBR.

Split events in categories: 0 and 1 jet (VBF not updated) Different Flavor (DF), Same-Flavor (SF)

CMS-HIG-13-003

Full 2011+2012

dataset

Page 5: Christophe  Ochando on behalf of the CMS collaboration

H WW2l2: Analysis Strategy

5

SF (0 & 1 jet): Cut-based analysis

After Pre-Selection cuts (pT, MET, anti-btag,…)

DF (0 & 1 jet): 2D (MT, mll) shape analysis

)Ecos(Ep2M missT

missTT T

CMS-HIG-13-003

Page 6: Christophe  Ochando on behalf of the CMS collaboration

H WW2l2: Results (1)

6

Clear excess

MT (0 jet, DF)mll (0 jet, DF)

CMS-HIG-13-003

Page 7: Christophe  Ochando on behalf of the CMS collaboration

H WW2l2: Results (2)

7

Significance @ 125 GeV: 4.0 (5.1 expected)

/SM @ 125 GeV = 0.76 0.21

CMS-HIG-13-003

SM

Large excess at low mass

Significance vs mHHWW2l2

Page 8: Christophe  Ochando on behalf of the CMS collaboration

8

Higgs ZZ 4 leptons candidate 24 vertices

Page 9: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Overview

9

Narrow resonance (1-2% resolution)

Extremely demanding channel for selection: Electrons (muons) down to 7 (5) GeV. FSR recovery Open phase space: 40(12)<mZ1 (mZ2)<120 GeV

4 primary isolated leptons (e, ) Low signal yields… but low background:• qq/ggZZ (irreducible, from MC)• Z+jets, Z+bb, tt, … (reducible, from DATA)

“Golden channel”: clean experimental signature, high precision on mass, information on JPC

Main improvements wrt November (CMS-HIG-12-041): improved Kinematic Discriminant. Categorization by # jets more detailed JPC & mass studies

CMS-HIG-13-002

Full 2011+2012

dataset

Page 10: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Mass spectrum

10

Z4l peak well visible

Good description of ZZ continuum

Clean signal peak at ~126 GeV

CMS-HIG-13-002

(pp ZZ, 8TeV) = 8.41.0 (stat.) 0.7 (syst.) 0.4(lum.) pb

Page 11: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Beyond m4l

11

Build Kinematic Discriminant from Matrix Element techniques Other approaches give similar performances

Distribution in 121.5<m4l<130.5 GeV range

In addition to m4l, use more information in the final fit to:

further separate signal from background…

CMS-HIG-13-002

Page 12: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Beyond m4l

12

In addition to m4l, use more information in the final fit to:

Di-jet Tagged (>=2 jets)Use Fisher Discriminant (mjj,

jj)

Un-tagged (0/1 jet)Use pTm4l/m4l

…and increase sensitivity to production mechanisms

Split events into 2 categories:

(VBF fraction~20%) (VBF fraction~5%)

CMS-HIG-13-002

Page 13: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Results

13

Significance @ 125.8 GeV: 6.7 (7.2 expected)with 3D (m4l, KD, VD or pT/m4l) model

/SM @ 125.8 GeV = 0.91 + 0.30 -0.24

Consistent (but better) wrt 2D (m4l, KD) or 1D (m4l) models.

CMS-HIG-13-002

1D (m4l)

3D (m4l KD, VD or pT/m4l)

Page 14: Christophe  Ochando on behalf of the CMS collaboration

Main improvements wrt July (CMS-HIG-12-015): Improved ECAL calibration on first 5.3 fb-1

2012 data (after publication) Add more exclusive channels in 2012 analysis Add MVA dijet selection for MVA analysis

H : Overview

14

Search for a narrow mass peak from 2 isolated high ET photons on a smoothly falling background.

Key analyses features Energy Resolution Rejection of fake photons and optimized use of

kinematics

CMS-HIG-13-001

Full 2011+2012

dataset

MC background not used for the BG estimation but only for analysis optimization

Page 15: Christophe  Ochando on behalf of the CMS collaboration

H: ECAL Performance

15

Very good ECAL performance in 2012 Z→ee mass resolution better than 1.2% for electrons with low bremsstrahlung in the

barrel. Stable performance already using promptly reconstructed data

Z→ee lineshape: good agreement between data/MC Z mass resolution as a function of time after application

of analysis level corrections (energy scale)

ECAL Barrel

Both electrons in ECAL Barrel with low bremsstrahlung

CMS-HIG-13-001

Page 16: Christophe  Ochando on behalf of the CMS collaboration

16

H: Vertex selection

Data/MC ratio using Z→μμ

MC signal efficiency

pT( )ɣɣ Number of vertices

CMS-HIG-13-001

Higgs production vertex is selected using a Boosted Decision Tree (BDT) Inputs: ΣpT

2 of vertex tracks, vertex recoil wrt diphoton system, pointing from converted photons. An additional BDT is used to estimate the per-event probability to identify the correct vertex.

Control samples: Z→μμ (removing -tracks) for unconverted photons, γ+jets for converted photons

Page 17: Christophe  Ochando on behalf of the CMS collaboration

17

H: Analysis strategy CMS-HIG-13-001

Events are separated in exclusive categories with different S/B and resolution.

Special “tagged” categories enriched in VBF and VH signal production. Improve the sensitivity of the analysis for the coupling measurements.

Two different analysis Cut-based (CiC) Multivariate (MVA): select and categorize events using a BDT

Baseline result: MVA approach (~15% better expected sensitivity)

Background directly estimated from data Fit the invariant mass in categories using polynomials (3rd-5th order)

Page 18: Christophe  Ochando on behalf of the CMS collaboration

18

Cut

Event categories

H: Di-photon MVA selection CMS-HIG-13-001

A single discriminant (BDT) trained on MC signal and background using photon kinematics photon ID MVA score (shower shape, isolation) di-photon mass resolution

4 untagged categories are defined on the output of the di-photon BDT, ordered by S/B

Output of the MVA validated using Z→ee (where e are recoed as )

with corrected inputs

Validation of the MVA inputs (photonID, energy resolution) done on Z→ee and Z→μμγ

systematics

Page 19: Christophe  Ochando on behalf of the CMS collaboration

19

H: Cut-based analysis

Cat 0 Both photons in barrel Both photons R9 > 0.94

Cat 1 Both photons in barrel At least one photon with R9 < 0.94

Cat 2 At least one photon in endcaps Both photons R9 > 0.94

Cat 3 At least one photon in endcaps At least one photon with R9 < 0.94

CMS-HIG-13-001

Cut-based analysis uses cut-based photon identification a different definition of event categories

• Photon identification data/MC efficiency scale factors computed from Z→ee and Z→μμγ.

4 untagged categories defined according to the characteristics: Barrel-endcap and converted/unconverted from shower shape R9 Different mass resolution and S/B among the 4 categories

Page 20: Christophe  Ochando on behalf of the CMS collaboration

In addition to the untagged categories, high S/B categories are defined using additional objects in the event

Improve significantly the reach to measure Higgs couplings

20

H: Exclusive categories CMS-HIG-13-001

Events are assigned exclusively to a category following the S/B ordering:

Di-jet: 2 categories (loose/tight) with increasing VBF purity (loose ~50%, tight ~80%). MVA analysis uses a dijet BDT-based selection (validated using Z+jets events)

Additional leptons (e or pT>20 GeV) MET (>70 GeV): lepton categories have negligible gg contamination, 20% for MET

Page 21: Christophe  Ochando on behalf of the CMS collaboration

21

H: Results (p-values)

Cut-basedMVA mass-factorized

With additional data and new analysis: significance decreased compared to the published results

CMS-HIG-13-001

Significance @ 125.0 GeV: 3.2 (4.2 exp.) Significance @ 124.5 GeV: 3.9 (3.5 exp.)

In the following: results of the two analyses are shown side by side

Page 22: Christophe  Ochando on behalf of the CMS collaboration

22

H: Combined mass plot: 7+8 TeV

Cut-basedMVA mass-factorized

CMS-HIG-13-001

Each event category is weighted by its S/(S+B) only for visualization purpose

Bump at ~125 GeV consistent with expectations

Page 23: Christophe  Ochando on behalf of the CMS collaboration

23

H: Results (signal strength)

• Compared to the published results, the measured /SM decreased.

CMS-HIG-13-001

Cut-basedMVA mass-factorized

SM SM

Page 24: Christophe  Ochando on behalf of the CMS collaboration

24

H: Results (channel compatibility)

Cut-b

ased

Cut-b

ased

MVA

MVA

CMS-HIG-13-001

Cut-basedMVA mass-factorized

7+8 TeV: /SM @ 125.0 GeV = 0.78 +0.28-0.26 7+8 TeV:/SM @ 124.5 GeV = 1.11 +0.32

-0.30

Despite the same names, the untagged categories in MVA and Cut-basd are not equivalent

7 TeV: /SM @ 125.0 GeV = 1.69 +0.65-0.59 7 TeV: /SM @ 124.5 GeV = 2.27 +0.80

-0.74

8 TeV: /SM @ 125.0 GeV = 0.55 +0.29-0.27 8 TeV: /SM @ 124.5 GeV = 0.93 +0.34

-0.32

Page 25: Christophe  Ochando on behalf of the CMS collaboration

H: Compatibility among the two analysis

25

Signal strength compatibility (including correlation)

MVA vs CiC 7+8 TeV 1.5 σ

MVA vs CiC 8 TeV only 1.8 σ

Updated MVA vs published (5.3/fb 8TeV) 1.6 σ

Updated CiC vs published (5.3/fb 8TeV) 0.5 σ

Low signal to background ratio a fundamental feature of this channel Uncertainty on signal strength driven by statistical fluctuations of the background Analysis changes can lead to statistical changes due to fluctuations in selected events

and their mass

The correlation coefficient between the MVA and cut-based signal strength measurements

is found to be r=0.76 (estimated using jackknife techniques)

Observed changes in results and differences between analyses are all statistically compatible at less than 2σ

CMS-HIG-13-001

Page 26: Christophe  Ochando on behalf of the CMS collaboration

Mass measurement

26

mH = 125.8 0.5 (stat.) 0.2 (syst.) mH = 125.4 0.5 (stat.) 0.6 (syst.)

HZZ 4l H Lepton momentum scale & resolution

validated with Z, J/, and ll samples.

m4l uncertainties due to lepton scale: 0.1% (4), 0.3% (4e)

Per-event m4l uncertainty used to increase precision.

Measurements in the two channels are well compatible.

Systematic errors dominated by overall photon energy scale: 0.47% (mostly coming from extrapolation from ZH and e)

Page 27: Christophe  Ochando on behalf of the CMS collaboration

Conclusion

27

Significance of observation: HZZ4l: 6.7 (7.2 exp.) HWW: 4.1 (5.1 exp.) H: 3.2 (4.2 exp)

mH = 125.8 0.5 (stat.) 0.2 (syst.)

mH = 125.4 0.5 (stat.) 0.6 (syst.)

HZZ4l

H

Mass:

Moving to precise measurement of properties:

Production Mechanisms: Spin-Parity hypothesis tests:

So far, all individual channels are consistent with the SM, within uncertainties (statistically dominated)

See Andrew’s talk.

Evidence for SM Higgs candidate at ~mH=126 GeV is growing

3 major HVV channels updated with full dataset. + rare modes (in back-up)

Page 28: Christophe  Ochando on behalf of the CMS collaboration

CMS Results

28

New HVV results for Moriond ‘13: H: CMS-HIG-13-001 HZZ4l+2l2: CMS-HIG-13-002 HWW2l2: CMS-HIG-13-003 HZ: CMS-HIG-13-006 WHWWW: CMS-HIG-13-009

All CMS Higgs public results:https://twiki.cern.ch/twiki/bin/view/CMSPublic/PhysicsResultsHIG

Page 29: Christophe  Ochando on behalf of the CMS collaboration

29

BACK UP SLIDES

Page 30: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: Cut-Flow & Background suppression @ 8 TeV

30

Pre-Selection Optimized for each mH

Triggers: single/double lepton triggers

2 OS leptons, pT>20/10 GeV

W+jets: Tight lepton ID/Iso, cut on pTll

Z/*: MET, Z-veto

Top (tt/tW): top-tagging, Njet binning(veto b-jet: soft muons or IP)

WZ/ZZ: veto on third leptonW(*): conversion rejection

WW: kinematics selection

Page 31: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: Pre-Selection

31

0-jet bin (DF) 1-jet bin (DF)

Dominated by top backgroundDominated by WW background

Page 32: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: Background Control (1)

32

WW: mH<200 GeV: events with mll>100 GeV (from data). MC to extrapolate into signal region mH>200 GeV: from MC.

Z/* : events with mll7.5 GeV around Zmass. (residual bkg subtracted) extrapolation to signal region from MC. Cross-checked with data.

W* : MC (Madgraph) for shape Normalization from high purity control sample (data).

WZ/ZZ/ W: from MC. W estimate cross-checked

Page 33: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: Background Control (2)

33

W+jets/QCD: Control sample with “tight+fail” sample. Extrapolation to signal region with mis-identified probability Validation on same-sign/DF control sample

Top (tt/tW): Control sample with inverted top veto Background surviving the veto estimated by weighting events

with per-event tagging efficiency per-jet tagging efficiency measured in separated control sample.

Validation in 1-jet DF top-enriched sample (inverting b-tag requirement)

Page 34: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: WW background

34

Shape uncertainty of qqWW: MC@NLO samples with up/down QCD scales (nominal shape = MADGRAPH)

Additional uncertainties from kinematics differences between MADGRAPH & MC@NLO.

Page 35: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: 2D distributions

35

0-jet 1-jet

Page 36: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: Limits

36

Standard Analysis Using mH=125 as background

Exclusion at 95% CL in the mass range 128 – 600 GeV. Large excess in the low mass makes the limits weaker than expected. When including mH=125 GeV as a part of background, no significant excess is seen over the entire range.

Page 37: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: /SM

37

Low mass resolution gives a shallow likelihood prole as a function of mH

Consistent results among the exclusive categories & data taking periods

Page 38: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: Tables

38

Yields at cut-based selection final selection for mH=125 GeV

Page 39: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: JPC Analysis (1)

39

Kinematics of leptons sensitive to spin-parity state of the new boson.Test: SM: 0+ (POWHEG) VS spin-2 resonance with minimal couplings to dibosons: 2+m (JHU)

only gg fusion considered for 2+m: same initial normalization for both hypothesis Assuming SM expectations for VBF/VH (tiny effect)

only DF (0/1 jet) considered

SM

Page 40: Christophe  Ochando on behalf of the CMS collaboration

HWW 2l2: JPC Analysis (2)

40

Perform maximum likelihood fit to extract the best signal strength of each model Signal strength floated independently

in the fit Test statistic: q=-2ln (L2+/L0+)

Expected separation at 2 level.

Page 41: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Signal Model

41

m4l parametric model for signal: Breit-Wigner convoluted with double-sided Crystal Ball

MC: POWHEG (ggH, VBF), Pythia (associated production=) low mass: narrow width approximation high mass:

• line shape corrected to match complex-pole scheme. • Interference between ggH and ggZZ are taken into account.

Page 42: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Resolution improvement

42

Page 43: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Signal Efficiencies

43

Final State Radiation (FSR) Recovery: PF photons near the leptons from Z’s (down to 2 GeV, R(l,) up to 0.5) 6% of event affected, 50% efficiency, 80% purity

@ mH = 126 GeV, signal efficiencies:(within the geometrical acceptance for leptons)

31% (4e), 42% (2e2), 59%(4)

Page 44: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Background Control

44

qq/ggZZ: from MC (POWHEG & gg2zz)

Reducible (Z+jets, tt, WZ,…): from DATA. 2 “fake rate” methods:

Method A:• Control Regions:

• Z1+2 OS-SF “failing” leptons (2P2F, 2 “prompt” + 2 failed”)• 3 prompt + 1 failing leptons (3P+1F):

• target estimation of background WZ, Z*, …• Extrapolation to signal region: lepton mis-identified probability

Method AA:• Control Region (CR):

• Z1+ 2 SS-SF “loose” leptons • Extrapolation to signal region:

• SS/OS factor from MC, cross-checked with data• lepton mis-identified probability (corrected for difference

in composition of converted photon between CR & sample to extract misID probability)

Validation: samples with relaxed charged and/or flavor requirements

Final estimate: combination of the two methods (yields in control regions & part of the uncertainties un-correlated)

Validation in Z+2SS/SF

Page 45: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: m4l spectrum & tables

45

110 < m4l < 1000 GeV

110 < m4l < 160 GeV

Page 46: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: MZ1 vs MZ2

46Distributions in 121.5<m4l<130.5 GeV range

ICHEP’ 12 Moriond’ 13

Statistical fluctuation at ICHEP that is filling in…

Page 47: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Beyond m4l

47

In addition to m4l, use more information in the final fit to:

Di-jet Tagged (>=2 jets)Use Fisher Discriminant (mjj,

jj)

Un-tagged (0/1 jet)Use pTm4l/m4l

…and increase sensitivity to production mechanisms Split events into 2 categories:

(VBF fraction~20%) (VBF fraction~5%)

Distributions in 121.5<m4l<130.5 GeV range

CMS-HIG-13-003

Page 48: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: KD vs m4l

48

background mH = 126 GeV

Page 49: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: VD vs m4l

49

background

ggH VBF

Page 50: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: pTm4l vs m4l

50

background

ggH VBF

Page 51: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: some more distributions

51

Di-jet tagged category Un-tagged category

Distribution in 121.5<m4l<130.5 GeV range

Page 52: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: p-values & limits (low mass)

52

Excess at ~126 GeV consistent per category & data taking periods

Exclude mH > 130 @ 95%CL

Page 53: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l & 2l2: limits

53

2l2 only

4l+2l2

Exclude SM-like Higgs boson in the range 130-827 GeV @ 95% CL

Page 54: Christophe  Ochando on behalf of the CMS collaboration

Production Mechanisms

54

HZZ 4l H

Measurements are compatible with SM within <1 sigma

Page 55: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: JPC Analysis

55

The kinematics of the production and decay of the new boson are sensitive to its spin-parity state

Build Discriminator (D) based of ratio of LO Matrix Elements Don’t use the system pT (NLO effect) Don’t use the rapidity (mostly PDF’s)

Dbkg: separate signal from background 5 angles, mZ1, mZ2 and m4l

DJP: separate SM Higgs from alternative JP hypothesis

5 angles, mZ1, mZ2

Perform statistical analysis in the 2D (Dbkg, DJP) plane.

Page 56: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: DJP distributions

56Distributions after Dbkg > 0.5 (for illustration)

Page 57: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: test statistic

57

Page 58: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: JPC Analysis Results

58

The studied pseudo-scalar, spin-1 and spin-2 models are excluded at 95% CL or higher

Page 59: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Mixed parity

59

SM 0+ decay dominated by A1 0- decay dominated by A3

Page 60: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Electron Momentum Scale & Resolution

60

Electron scale & resolution validated with Z, J/ & ee

Data/MC agrees on the e-scale within ~0.2% (high pT, barrel) to 1.5 % (low pT, endcaps)

Data/MC agrees on the resolution

within < 10%.

Page 61: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Muon Momentum Scale & Resolution

61

Muon scale & resolution validated with Z, J/ &

Data/MC agrees on the -scale within 0.1%

Data/MC agrees on the resolution

within < 10%.

Page 62: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: per-event m4l uncertainty

62

Per-lepton momentum uncertainties are calibrated & validated using Zee & Z

Relative m4l mass uncertainty in good agreement between data & MC for various control regions: Z4l, ZZ, Z+X (fakes).

Agreement between predicted & measured mass resolution

within 20%

Page 63: Christophe  Ochando on behalf of the CMS collaboration

HZZ 4l: Mass Measurement

63

Mass Measurements with different techniques:1D (m4l), 2D (m4l, m4l) & 3D (m4l, KD)

gives consistent results

Z4l used to validate 1D mass measurement Good agreement between measured & PDG values

Page 64: Christophe  Ochando on behalf of the CMS collaboration

64

Results: limits

Cut-basedMVA mass-factorized

Exclude at 95% CL almost the full mass range except the region around 125 GeV

Page 65: Christophe  Ochando on behalf of the CMS collaboration

65

H: published results

• Sum of mass distributions for each event class, weighted by S/(S+B)

• Weighed data events and BG model parametrizations

• Maximum significance 4.1 σ at 125 GeV

Page 66: Christophe  Ochando on behalf of the CMS collaboration

66

H: MVA categories

Page 67: Christophe  Ochando on behalf of the CMS collaboration

67

H: Signal Model: MVA categories

8TeV Untagged cat 0 8TeV: All categories combined

Page 68: Christophe  Ochando on behalf of the CMS collaboration

68

H: Systematic errors

Page 69: Christophe  Ochando on behalf of the CMS collaboration

69

H: Vertex from converted photons: gam+jet

Vertex pointing from converted photons is validated with g+jet

Page 70: Christophe  Ochando on behalf of the CMS collaboration

70

H: PhotonID MVA

• PhotonID MVA is checked with Zee and Z→μμγ

Barrel Endcap

Page 71: Christophe  Ochando on behalf of the CMS collaboration

71

H: Energy scale vs time

Stability at 0.3% level before application of analysis level corrections with prompt reconstructed data

Page 72: Christophe  Ochando on behalf of the CMS collaboration

72

H: Di-photon MVA validation

• Zee lineshape in MVA untagged categories

Untag cat0 Untag cat1 Untag cat2 Untag cat3

Page 73: Christophe  Ochando on behalf of the CMS collaboration

H: Pileup Robustness - Energy Scale/Resolution

• Data-MC agreement in Zee validation maintained across nvtx bins:

73

nvtx<=13

14<=nvtx<=18

nvtx>=19

Page 74: Christophe  Ochando on behalf of the CMS collaboration

H: Pileup Robustness: Cut-based ID Efficiency

• Cut-based Photon ID efficiency decreases with respect to pileup, well described by MC

74

Page 75: Christophe  Ochando on behalf of the CMS collaboration

H: Overlap of selected events

81%

8%

11%CiC

MVA

Signal MC

50%18%

32%CiC

MVA

Data(Background MC agrees)

75

Page 76: Christophe  Ochando on behalf of the CMS collaboration

Jackknife resampling can be used to estimate the variance of stat. estimators in a non parametric way. Achieved evaluating

the estimator on subsets of the stat. sample.

Given analyses A and B, used to estimate the variance of of mA-mB applying the jackknife resampling to the events selected by either analysis.

H: Jacknife resampling

76

Page 77: Christophe  Ochando on behalf of the CMS collaboration

Observed μ in nvtx bins

Cut BasedMVA

Page 78: Christophe  Ochando on behalf of the CMS collaboration

Mass sideband analysis

• Different background estimation method

Page 79: Christophe  Ochando on behalf of the CMS collaboration

Mass sideband analysis II

• Consistent results with the mass factorized analysis

Page 80: Christophe  Ochando on behalf of the CMS collaboration

ECAL improved calibration

Comparison of the prompt reconstruction (used for Moriond13 result) with improved available ECAL calibrations

Page 81: Christophe  Ochando on behalf of the CMS collaboration

HZ

81

Page 82: Christophe  Ochando on behalf of the CMS collaboration

WHWWW

82

Page 83: Christophe  Ochando on behalf of the CMS collaboration

W/ZHqq’WWqq’2l2

83

Page 84: Christophe  Ochando on behalf of the CMS collaboration

HZZ 2l

84

Page 85: Christophe  Ochando on behalf of the CMS collaboration

HZZ 2l2q

85