Goals: Use "inclusive slopes" from fast-detector only, min-bias runs to determine relative (eta-dependent) gains for all EEMC towers for the 2007 run. More specifically, analyze ~30k events from run 8095104 (thanks to Jan [production] and Jason [fitting] !), fit slopes to all ungated tower spectra, in order to:
Definitions:
For the gain calibration of towers, we will use
So: E = x / G
For slopes, raw spectra (y vs. x) are fit to: y = A e-bx
Thus, one expects that for a given eta bin: G ~ 1 / b
Results:
1. Two new tubes are fine! Slopes of recently replaced PMT's 04TB12 and 12TE06 are very close to those of neighboring towers at same eta, or those of same subsector in the neighboring sector:
towerID | integral | slope | error |
03TB12 | 2003 | -0.04144 | 0.00181 |
04TA12 | 2081 | -0.04527 | 0.00177 |
04TB12 | 2022 | -0.04400 | 0.00173 |
04TC12 | 2195 | -0.03825 | 0.00170 |
05TB12 | 2056 | -0.04465 | 0.00177 |
towerID | integral | slope | error |
11TE06 | 2595 | -0.04157 | 0.00162 |
12TD06 | 1965 | -0.05977 | 0.00185 |
12TE06 | 2535 | -0.04516 | 0.00165 |
01TA06 | 2124 | -0.05230 | 0.00179 |
01TE06 | 2070 | -0.05342 | 0.00190 |
More global comparisons to all the tower slopes in the same eta bin are given below. For both tubes, the gain is 5-10% lower than average, but well within useful range.
2. Change of base (same PMT) has little effect on tower gains. This has been confirmed for the six bases that were changed (03TA09, 06TB04, 10TE01, 12TA01, 12TC11, 12TE06), using the same comparisons to neighboring towers used in step 1 above.
3. For all 720 towers, comparison of 2007 slopes to 2006 mip-based absolute gains indicates about 6 problem towers (most "well known")
In addition, 09TE01 seems to be working now, though it failed the mip gain analysis last year, and hasn't been 'fixed.'
All of these cases are easily seen in the following correlation plot:
4. See clear correlations, within each eta bin, between new (2007) slope analysis, last year's mip analysis -> gains are stable, methods are robust! On vertical scale, solid magenta line = ideal gain for that bin, dashed = +/- 15%
eta bin | correlation plot | comments |
1 | .gif | one high gain tube (10TA01), reasonable correlation, no obvious problems |
2 | .gif | looks okay, all within +/- 20% of ideal gains |
3 | .gif | pretty ratty - several towers ~15% off 'correlation' curve |
4 | .gif | one very low gain tube (01TA04), one with very small slope (02TD04), otherwise all okay |
5 | .gif | a couple of high-gain towers, correlation is very good |
6 | .gif | one low gain, a few high-gain, but good correlation. New PMT 12TE06 looks reasonable |
7 | .gif | overall gains a bit high compare to ideal, no real problems |
8 | .gif | no problems |
9 | .gif | no problems |
10 | .gif | strong correlations, tight clustering in both gain sets |
11 | .gif | odd shape, but okay. Only problem (lower left corner) is 06TD11 |
12 | .gif | everything a bit noisier, gains ~7% high overall. New PMT 04TB12 fits right in! |
5. Number of 'gain outliers' is quite small, deviation of average from ideal always < 10%. Because the endcap towers are not used for trigger decisions, no obvious advantage in making HV adjustments to large number of towers.
Conclusion: Endcap towers are in good shape! A very small number (~6 / 720) are not working well, but for these few, HV adjustment would not solve the problem. No strong argument for changing HV on any particular tube at this point.
N.B. For each eta bin, one can calculate the ratio R = G / (1/b) as a 'conversion' of slope data to absolute gains. Using the 2006 mip calibration and the 2007 slopes, one gets a fairly smooth curve, though something seems to be happening around eta bin 8.