Overview of CMS H→ analysis and the IHEP/IPNL contributions

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Presentation transcript:

Overview of CMS H→ analysis and the IHEP/IPNL contributions J. Tao for the CMS H→ group and IHEP/IPNL collaboration subgroups 2013.03.27 FCPPL J.Tao, 2013 FCPPL, Nanjing, 27-29 March

All results shown are public/CMS approved Contents I am not going to tell you anything that you possibly don’t know already All results shown are public/CMS approved Milestone on July 2012 Motivation, analysis strategy and crucial points of H→ ECAL performance and vertex determination Photon identification Di-Photon selection Event classification Background and signal modeling Latest results of H→ with all 7+8TeV data Summary J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Higgs-like discovery @ LHC [ July, 2012 ] 5.0σ observed. mX = 125.3 ±0.6 GeV. At 125 GeV: σ/σSM=0.80 ±0.20. “Couplings” compatible with SM. CMS only H→ H→ZZ J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Good luminosity can used now for H→ @ CMS: July 2012: 7TeV ~5.1/fb + 8TeV ~5.3/fb Combined results? Coming soon Good luminosity can used now for H→ @ CMS: 7TeV 5.1fb-1 and 8TeV 19.6 fb-1. J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Motivation: H→ for low mass Overall small signal BR between 0.14% and 0.23% for 100<MH<150 GeV → Clean final-state topology: two isolated and high-Pt photons → Small narrow mass peak on large continuous background: very good mass resolution ~1-2% J.Tao, 2013 FCPPL, Nanjing, 27-29 March

H→ analysis strategy Two different analyses: 1. Cut-based analysis in categories – Simple and robust – 4 event classes based on photons pseudorapidity/shower shape (R9) for the remaining events – Event selection via cuts on isolation and shower shape defined for each category (Cuts in Categories – “CiC”) 2. Multivariate(MVA) analysis – Event selection and categorization using a di-photon MVA – Inputs: Event-by-event mass resolution, photon id discriminant, di-photon kinematic variables and vertex probability combined using boosted decision tree (BDT) Baseline result: MVA approach (~15% better expected sensitivity) Selected events are separated in “tagged” exclusive categories enriched in VBF and VH signal production and “untagged” inclusive categories, with different S/B and mass resolution – Improve the sensitivity of the analysis for the coupling measurements – The categorization proceeds in the following order: J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Crucial points Small narrow mass peak on large continuous background Event categorization(inclusive/exclusive channels) Probe different production process (gg, VBF, VH) and exploit the different S/B and/or different resolution to achieve the best sensitivity J.Tao, 2013 FCPPL, Nanjing, 27-29 March

ECAL Performance Improved ECAL calibration on the first 5.3 fb-1 2012 data (after publication) Very good ECAL performance in 2012 Z→ee mass resolution is 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) Both electrons in ECAL Barrel with low bremsstrahlung J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Vertex selections Higgs production vertex is selected using a Boosted Decision Tree (BDT) → Inputs: ΣpT2 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 mu-tracks) for unconverted photons, γ+jets for converted photons J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Mass resolution of MC signal With the stable ECAL performance and the selected vertex The best resolution of one of the diphoton MVA categories : ~1.1% The resolutions are from ~1% to ~2%, for different event categories J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Photon identification Photon ID MVA: Separate prompt photons from π0/ Shower shape, isolation variables, η, per-event density Trained on simulated γ+jet events Validated on Z→e+e- and Z→ Changes wrt 2011: Particle-based isolation used for 2012 instead of subdetector-based isolation More show shape variables Measurable improvement in the suppressing of fake photons Systematic uncertainty decrease from 2% to 1% IHEP/IPNL CONTRIBUTION Photon ID MVA output from Z→e+e- 1% systematic uncertainty J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Photon ID MVA validation with Z→ IHEP/IPNL CONTRIBUTION Photon ID MVA was validated with final state radiated photons from Z→ Selections: see Jiawei Fan’s presentation Good agreement between data and MC, on the photon ID MVA output J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Di-photon MVA selection Output of the MVA validated using Z→ee (where e are reconstructed as ) with corrected inputs after the MC rescaling. IHEP/IPNL CONTRIBUTION J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Cut-based analysis IHEP/IPNL CONTRIBUTION J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Exclusive categories J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Background modeling MVA untagged categories Background is measured from data Highest MVA score Background modeling: Polynomial shape with order from 2 to 5 Potential bias from background model is negligible → Less than 20% of statistical uncertainty J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Signal modeling Parametric signal model: Obtained from MC simulation using the next-to-leading order (NLO) matrix-element generator POWHEG after reweighting to the HQT (NNLO+NNLL) spectrum Constructed with the sum of two or three Gaussians Untagged diphoton MVA category with best mass resolution Untagged diphoton MVA category with worst mass resolution Mu tagged diphoton MVA category Dijet loose tagged diphoton MVA category J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Interference of ggHgg signal and gg gg Destructive interference between gg Fusion resonance ggHgg and continuum gg gg (box) background processes Not considered in 2011 We studied the effect with the CMS MC samples: *>30degrees The average effect on the signal strength is about -2.5% used for the discovery result and the later analysis. IHEP/IPNL CONTRIBUTION L. Dixon and S. Siu, hep-ph/0302233 cite J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Results: p-values p-value for the background hypothesis, using full 2011+2012 dataset MVA Cut-based Significance @ 125.0 GeV: 3.2 (4.2 expected) Significance @ 124.5 GeV: 3.9 (3.5 expected) J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Results: signal strength MVA Cut-based Measurements are compatible with SM within 1 uncertainties at ~125GeV J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Results: channel compatibility MVA Cut-based Despite the same names, the untagged categories in MVA and Cut-based are not equivalent J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Compatibility among the two analyses Low signal-to-background ratio is 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 to better than 2σ J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Results: mass MVA 1D test statistic: –2lnQ vs mH 2D test statistic: –2lnQ for the signal strength, σ/σSM, versus mH 68% CL interval 95% CL interval Cut-based Each event weighted by the S/(S+B) value of its category J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Summary The latest results of H→ are shown, combining all the available data, 5.1fb-1 at 7TeV and 19.6 fb-1 at 8TeV. The IHEP/IPNL groups collaborating together have contributed to the Higgs-like boson discovery and ongoing analysis in H→ channel : photon ID MVA; Photon ID MVA validation and energy scaling with Z→; Interference ; MC Shower shape rescaling …. and the ongoing efforts. We are thankful to the support from the FCPPL which has made these contributions possible, and we will be able to continue to strengthen and enlarge our collaboration with your continued support. J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March Backup slides J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Background modeling: exclusive channel MVA: 5-5-5-5- 4-4-3-3-3 CiC: 5-5-5-5- 3-3-3-3-2 J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March H→: published results J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Systematic Uncertainties J.Tao, 2013 FCPPL, Nanjing, 27-29 March

Production Mechanisms Measurements are compatible with SM within <1 sigma J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March H→ZZ→4l: JPC Analysis J.Tao, 2013 FCPPL, Nanjing, 27-29 March

H→ZZ→4l: JPC Analysis Result J.Tao, 2013 FCPPL, Nanjing, 27-29 March

J.Tao, 2013 FCPPL, Nanjing, 27-29 March ECAL noise J.Tao, 2013 FCPPL, Nanjing, 27-29 March