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2006 EEMC Neutral Pions: Updated Kinematic Range
Money Plots
Following the March 28 spin call, we decided to proceed with the following changes:
- Drop the 4-5 GeV/c pT-bin
- Drop the 12-16 GeV/c pT-bin
- Adopt the previously described systematics proposal, e.g. drop the mass window from the systematics and replace with the uncertainties due to Pythia functional form fits.
Implementing the changes required rerunning the analysis code for data and Monte Carlo to apply the new pT acceptance for binning in xF. An additional change is to include the non-collision background systematic in the calculation. Systematics are now small enough as to make our non-collision estimate relevant. While our upper-limit is, likely, a gross over-estimate, systematics are still well below our statistical uncertainties even with its inclusion. For practical purposes, we do not gain anything by spending time to fine tune our non-collision systematic. Given a factor of 10 more data, revisiting the non-collision systematic may be appropriate. In this post I show the updated money plots, data tables, and supporting figures. Note: plots labeled "STAR Preliminary" have not yet been released. The labels are there for the purpose of fine-tuning cosmetics.
Figure 1: Asymmetries
Figure 1 shows the updated asymmetry plot for xF and pT bins. Note, again, this plot has not been released; "STAR Preliminary" is posted as we fine-tune cosmetics. As discussed during the spin call, I have implemented some comsmetic changes:
- labels for the reaction: p↑ + p → π0 + X
- center-of-mass energy: √s = 200 GeV
- pseudorapidity range: 0.8 < ηπ0 < 2
The pT range has been restricted and also enforced for xF. The highest-xF point has moved, perhaps, more than one might expect. However, this bin is quite low on statistics; and we have already observed interesting phenomena which appear to be statistics-related.
Figure 2: Constant of Fit
Figure 2 shows the extracted raw-asymmetry fit constants. This figure is not intended for public consumption, but it is a nice internal cross-check of Fig. 1. As Table 3 shows, constant fits to the p0's for xF > 0 are 2σ from zero. The χ2 for the xF fit for xF < 0 is 2σ from expectation.
Figure 3: Comparison to Published Data
Again, Fig. 3 has been updated with the same cosmetics as described for Fig. 1. I have also included the average pseudorapidity for the FPD data. Renee had mentioned wanting to discuss the cosmetics of the E704 bin widths. I also considered including the average pseudorapidity of the E704 data. I have estimated this to be ~2.5, but I have not found confirmation of this.
Mass Window Cross-checks
Much work has gone into ruling out the mass-window as a valid systematic. It may be excluded if it can be demonstrated that fluctuations due to the mass window are from statistics.
Figure 4: Mass Window Comparisons
Shown in Fig. 4 are the raw asymmetries for three different mass windows. The red and gray points should be totally uncorrelated, while the black points contain all of the events in red and gray. By eye the scattering appears to be statistical for xF < 0. This is not so clear for xF > 0.
Figure 5: Difference of Raw Asymmetries
In Fig. 5 is plotted the difference in the raw asymmetries for the tight window (0.105 < mγγ < 0.165 GeV/c2) and that of the high-mass band (0.165 < mγγ < 0.2 GeV/c2). The events in these sample are completely uncorrelated. Indeed, it is difficult to argue that for xF < 0, the scattering is not statistical. The difference in cross ratios is within 1σ of zero, and the fits return perfectly reasonable χ2's. The case is a bit trickier for xF > 0. The offset is perfectly reasonable (1.1σ), however the χ2 values are very small. For pT-binning, the value is not too unlikely (Prob. = 0.953), however, the value for xF binning is quite unlikely (0.997). On the other hand, for the null hypothesis χ2/ν = 1.234/3 which is perfectly reasonable (Prob. = 0.745). For completeness sake, the null hypothesis yields χ2/ν = 2.255/6 (Prob. = 0.895) for the pT binning.
Formulae
Here, I post the relevant formulae used in the calculations.
Data Tables
Table 1: xF > 0
ε | ε stat error | AN | AN stat err | AN total Syst | AN syst err fit-prop | AN syst err fit res | AN syst B.g. AN | Non-col. | AN syst err Pol | AN Mass Win. Cross-check | |
---|---|---|---|---|---|---|---|---|---|---|---|
xF Bin 1 | -0.001176 | 0.007750 | -0.003415 | 0.016640 | 0.002994 | -0.000259 | -0.000415 | 0.002174 | 0.002000 | -0.000148 | -0.005078 |
xF Bin 2 | -0.000567 | 0.007350 | -0.002839 | 0.017340 | 0.004397 | -0.001341 | -0.000228 | 0.003672 | 0.002000 | -0.000123 | -0.006743 |
xF Bin 3 | 0.014160 | 0.016890 | 0.045254 | 0.059856 | 0.017332 | 0.012260 | 0.001001 | 0.012045 | 0.002000 | 0.001967 | -0.027408 |
pT Bin 3 | -0.001749 | 0.008387 | -0.004374 | 0.017516 | 0.002735 | -0.000300 | -0.000544 | 0.001760 | 0.002000 | -0.000190 | -0.008070 |
pT Bin 4 | -0.001423 | 0.009225 | -0.004932 | 0.021920 | 0.004376 | -0.000743 | -0.000466 | 0.003792 | 0.002000 | -0.000214 | -0.001346 |
pT Bin 5 | 0.008464 | 0.012130 | 0.019550 | 0.030973 | 0.005591 | 0.001308 | 0.000315 | 0.005045 | 0.002000 | 0.000850 | -0.010349 |
pT Bin 6 | 0.005614 | 0.017319 | 0.012769 | 0.047378 | 0.006748 | 0.001174 | 0.000232 | 0.006333 | 0.002000 | 0.000555 | -0.003511 |
pT Bin 7 | 0.015997 | 0.025662 | 0.044296 | 0.076322 | 0.015691 | 0.013308 | 0.000893 | 0.008018 | 0.002000 | 0.001926 | -0.012683 |
pT Bin 8 | -0.045464 | 0.030793 | -0.140747 | 0.093015 | 0.051156 | -0.049422 | -0.010035 | 0.008347 | 0.002000 | -0.006118 | -0.046185 |
Note: the non-collision background systematic (over-estimate) is now included. It is not wholly irrelevant, however, in only one case it leads. Below the bins for high-kinematics, the background asymmetry systematic leads. For the high-kinematic bins, the systematic from propagation of the Pythia functional form fit uncertainties leads. Also, note that the polarization systematic is also not included in the calculation. It is cited on the figure as a 4% relative scale uncertainty.
Table 2: xF < 0
ε | ε stat error | AN | AN stat err | AN total Syst | AN syst err fit-prop | AN syst err fit res | AN syst B.g. AN | Non-col. | AN syst err Pol | AN Mass Win. Cross-check | |
---|---|---|---|---|---|---|---|---|---|---|---|
xF Bin 1 | 0.007470 | 0.007749 | 0.015784 | 0.016373 | 0.003083 | 0.000468 | 0.000750 | 0.002174 | 0.002000 | 0.000613 | 0.000344 |
xF Bin 2 | 0.004625 | 0.007350 | 0.010738 | 0.017063 | 0.004549 | 0.001765 | 0.000300 | 0.003672 | 0.002000 | 0.000417 | -0.001543 |
xF Bin 3 | -0.001208 | 0.016871 | -0.004212 | 0.058841 | 0.012279 | -0.001293 | -0.000106 | 0.012045 | 0.002000 | -0.000164 | 0.052830 |
pT Bin 3 | 0.001582 | 0.008385 | 0.003251 | 0.017235 | 0.002672 | 0.000100 | 0.000182 | 0.001760 | 0.002000 | 0.000126 | -0.009675 |
pT Bin 4 | 0.006811 | 0.009224 | 0.015926 | 0.021569 | 0.004498 | 0.001155 | 0.000724 | 0.003792 | 0.002000 | 0.000619 | 0.018109 |
pT Bin 5 | 0.007356 | 0.012136 | 0.018485 | 0.030496 | 0.005701 | 0.001699 | 0.000409 | 0.005045 | 0.002000 | 0.000718 | 0.000863 |
pT Bin 6 | 0.012713 | 0.017292 | 0.034227 | 0.046552 | 0.008622 | 0.005394 | 0.001068 | 0.006333 | 0.002000 | 0.001330 | 0.003304 |
pT Bin 7 | -0.013361 | 0.025672 | -0.039105 | 0.075138 | 0.015727 | -0.013352 | -0.000896 | 0.008018 | 0.002000 | -0.001520 | -0.035677 |
pT Bin 8 | 0.026638 | 0.030765 | 0.079185 | 0.091455 | 0.028656 | 0.026793 | 0.005440 | 0.008347 | 0.002000 | 0.003078 | 0.085982 |
The story is much the same for Table-2.
Table 3: Constant Fits to Extracted p0's
xF Range | Binning | p0 | δp0 | χ2/ν |
---|---|---|---|---|
xF > 0 | xF | -0.0072874 | 0.00363601 | 1.82271/2 |
xF > 0 | pT | -0.00723343 | 0.00363595 | 3.2915/5 |
xF < 0 | xF | -0.00205097 | 0.00363569 | 6.70465/2 |
xF < 0 | pT | -0.00194755 | 0.00363558 | 7.721/5 |
The p0 for positive xF is 2σ. The χ2 for negative-xF (xF binning) is 2.1σ. The χ2 for negative-xF (pT-binning) is 1.37σ.
Table 4: Constant Fits to AN
xF Range | Binning | AN | δAN | χ2/ν |
---|---|---|---|---|
xF > 0 | xF | -0.00126727 | 0.0117714 | 0.628955/2 |
xF > 0 | pT | -0.000999987 | 0.0118547 | 3.20336/5 |
xF < 0 | xF | 0.0126841 | 0.0115828 | 0.131302/2 |
xF < 0 | pT | 0.011346 | 0.0116647 | 1.56317/5 |
Note: the bins are somewhat correlated through the polarization and background correction. The negative xF asymmetry is a 1σ effect.
Raw Asymmetry Extraction
Below I post the figures showing the extraction of the raw asymmetries. I show plots for both xF > 0 and xF < 0.
Figure 6: xF Bins
xF > 0 | xF < 0 |
---|---|
0.06 < xF < 0.13 | |
0.13 < xF < 0.20 | |
0.20 < xF < 0.27 | |
Figure 7: pT Bins
xF > 0 | xF < 0 |
---|---|
5 < pT < 6 GeV/c | |
6 < pT < 7 GeV/c | |
7 < pT < 8 GeV/c | |
8 < pT < 9 GeV/c | |
9 < pT < 10 GeV/c | |
10 < pT < 12 GeV/c | |
Single-arm Measurement
One useful check is to examine the raw asymmetries as extracted with the traditional single-arm measurement. Using the same function form for the fit, the p1's should be consistent and the single-arm p0 should reflect the luminosity asymmetry.
Figure 8: xF Bins
xF > 0 | xF < 0 |
---|---|
Figure 9: pT Bins
xF > 0 | xF < 0 |
---|---|
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