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This overview presents the current status of polarization analysis in the context of B production and decay, emphasizing the angular distribution of muons and its implications on signal and background interactions. The analysis demonstrates that the angular distribution is significantly influenced by background, primarily from heavy flavor decays. It discusses efforts to enhance signal detection by isolating displaced tracks and managing background parameters through invariant mass fitting. Key findings include efficiency variances based on transverse momentum (pT) and the effectiveness of Monte Carlo simulations for predicting angular distributions.
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Upsilon Polarization AnalysisStatusCDF note 10628 v1.1 Matthew Jones Purdue University B Production and Decay Meeting
Overview of Polarization Analysis • Angular distribution of muons is the superposition of signal + background • Background dominated by heavy flavor • Requiring one displaced track enhances background • In sideband regions, the angular distribution of displaced track sample agrees well with angular distribution in complementary sample • Level of background calculated from fits to invariant mass distribution • Sufficient information to subtract angular distribution of background in a mass range that contains the ϒ(nS) signal B Production and Decay Meeting
Example: 6.5 < pT < 8.5 GeV/c Background only Background only Signal + background B Production and Decay Meeting
Some of the Recent Changes • Efficiency for muon matching cut found to depend on pT… • Peaking co-linear background suppressed by cut on • Revert to classic binned log-likelihood fit since Monte Carlo samples are large • Measure signal fraction in displaced track sample – accounted for in simultaneous fit. B Production and Decay Meeting
Muonχ2<9 cut efficiency • Measured using μ+SVT sample • Simulated in Monte Carlo template generation CMU CMX B Production and Decay Meeting
Background Properties • Peaking background suppressed by the cut • Included in Monte Carlo acceptance calculation • No loss of signal efficiency for Component that peaks at large ΔpT Kinematic limit Also contributes to peaking in cosθ distribution in the S-channel helicity frame. B Production and Decay Meeting
Invariant mass fits • Components: • Background: exponential or gamma function • Signal: single Gaussians • Fit for: • Prompt background scale factor • Signal fraction in displaced track sample (typically between 1 and 4%) • Mass shift and resolution B Production and Decay Meeting
Angular distribution in side-bands • The displaced and non-displaced track samples have similar angular distributions: Error bars: displaced (scaled) Histogram: non-displaced • Drell-Yan contribution expected to be small (few %) • Not surprising if dominated by heavy flavor decays B Production and Decay Meeting
Sideband fits using unpolarized templates • Predicted yield in bin i,j: • is the unpolarized acceptance and efficiency from the Monte Carlo. • Background parameters are not limited to physical range for a spin-1 particle decay. B Production and Decay Meeting
Projections of sideband fits • First in Collins-Soper frame: B Production and Decay Meeting
Projections of sideband fits • Now in S-channel helicity frame: B Production and Decay Meeting
Signal + Background fit • Mass bin contains signal + background • Relative fractions constrained from fit to mass distribution • Displaced track sample constrains background angular distribution B Production and Decay Meeting
Projections from ϒ(1S) bin Collins-Soperframe Displaced track sample B Production and Decay Meeting
Projections from ϒ(1S) bin S-channel helicity frame B Production and Decay Meeting
Angular variables Background mass bins 1S 2S 3S • Angular distribution of signal is quite different from background shape. • Parabolic errors approximate confidence intervals from mncont() quite well. B Production and Decay Meeting
Angular Invariant, • Similar in both reference frames • Would like to use difference to quantify systematic uncertainties on Black: CS frame Red: SH frame B Production and Decay Meeting
ϒ(1S) Results B Production and Decay Meeting
ϒ(2S) Results B Production and Decay Meeting
ϒ(3S) Results Getting ugly – may want to combine some adjacent bins. B Production and Decay Meeting
Differential Cross Section • Only a cross check at this point • pT-dependent efficiencies included in unpolarized templates • pT-independent quantities: • Muon scale factors • Vertex cuts (suspicious old result) • Final state radiation B Production and Decay Meeting
Final State Radiation • The fit scales the signal yield by the fraction of the single Gaussian in mass range • FSR simulated using PHOTOS • A Gaussian fit to the line shape with FSR accounts for only about 92% of the events • In Run I, this was determined to be (93±2)% Final correction factor: B Production and Decay Meeting
Differential Cross Section B Production and Decay Meeting
Time Dependence in J/ψ datasets B Production and Decay Meeting
No time-dependent efficiencies found • Track reconstruction efficiency: • XFT efficiency for fiducial tracks: • Difficult to pin down CMU efficiency… claimed to be well understood for • No evidence for bias in angular distributions B Production and Decay Meeting
Systematic Uncertainties • Proposal: • Trivial stuff: uncertainties in efficiencies used to generate templates • Monte Carlo statistics: samples are generally large, but statistical precision should be quantified • Background model: compare ϒ decay angular distribution with background shape constrained using the sideband regions. • Alternative treatments: • parameterization with additional ad-hoc shape component • wider mass range for displaced track background proxy • This is the remaining work in progress. B Production and Decay Meeting
Summary • Complete, self-consistent analysis of angular distribution • No strong evidence for significant polarization • Difficult to see how this would agree with NRQCD or kT factorization models. • Systematic uncertainties to be evaluated • These studies might provide ways to demonstrably reduce possible bias B Production and Decay Meeting