Future dates:
Thurs. Jan. 13th - Next meeting (Final results from most channels.)
Mon. Jan 17th - Final inputs to BEHOLD (no meeting).
Jan. 26th?? - HTF meeting during ALEPH week. Final results.
Middle February - Results given to LEP Working Group.
End February - Draft 1 of paper ready for Moriond
end of March - Last day to show improvements (with proof).
early April - Final decisions for analyses in BEHOLD 2000.

1. - Summary of Final Analysis Decisions
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The following decisions were based upon previously shown improvements. As some of the debates were long and the physics content was discussed in previous meetings, I have only outlined the final decisions below.

hA 4 jet Improvements
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The benefits of removing the unneccessary thrust cut, and including the Dtheta3 variable had previously been shown and were accepted. The Dtheta3 variable is designed to remove qqg events with gluon splitting. See HTF on Sep. 16 1999. Boris also showed comparisons of the hA limit using various mass fit algorithms. Although the 5C fit was the most performant, it was agreed to use the 4C fit which performed nearly as well and does not strongly affect the background mass distribution.

hZ 4 jet NN Improvements
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The 4C fit was agreed, as in the hA analysis, to replace the Higgs mass obtained from 4 jet rescaling. The decay angle variables used in last year's cut analysis pair selection were included into the 4 jet neural net, giving a total of 19 variables in the 4 jet neural net.

hZ 4 jet Cut Improvements
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To retain consistency with the other 4 jet analyses, it was decided to also use the 4C fit for the Higgs mass instead of 4 jet rescaling. A bug was found in the previous work concerning the best jet pair choice. John Kennedy redid the work following the meeting, and also incorporated the switch to the 4C fit. His conclusions were that the best pairing choice is the choice given by the decay angle PDF, i.e. the same choice used last year. John will show the results of his work at the next HTF meeting.

Other Analysis Improvements
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The other neutral Higgs analyses are using the same analyses as last year with the exception of new Neural Net trainings and optimizations.

2. - Summary of Other Decisions
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Overlap between Analyses
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To account for multiple analyses selecting the same events, like the 4 jet selection selecting Hll events, the following scheme similar to the method used at LEPC was adopted. Overlaps with the Hll analysis are removed by using a new routine which encapsulates the entire Hll code. To remove remaining overlaps, the event selections are ordered: Htt --> Hll --> Hnn --> 4 Jets. Events selected by a previous analysis can not be reselected. The only remaining overlap with the 4 jet analysis selecting Htt events is small enough to be ignored in the Monte Carlo for shape generation, etc. Precise signal and background numbers could be found quickly, once analyses were finished. Data treatment will be determined by the event ordering.

Overlap between hZ and hA
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The 4 jet NN analysis will use the 2b/4b overlap treatment instead of the AND and exclusive OR's between the hZ and hA analyses used in last year's limits. In the 4b overlap treatment, the hZ NN and hA F variable are alternately used in the confidence level calculation depending upon the choice which gives the best expected limit as a function of sin2(b-a). The cuts analysis will continue to use the same method as last year.

LEP Higgs Working Group Limit
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The calculation of the ALEPH Higgs limit for the LEP working group last year required two limit calculations per point (whether to treat events like hZ or hA) and used the calculation which gives the best expected limit. This year, the determination of whether to use the hZ or hA treatment will be determined by parameterizing the optimal transition curve in the expected Higgs limit plane.

3.- Minutes of Remaining Meeting
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Interpolation of 4 jet Shapes - D. Smith and Jinwei Wu
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Work involving the interpolation of signal mass shapes to different center-of-mass energies and to intermediate masses was shown. Some MC was generated at a center-of-mass energy of 191.6 GeV to help the study on energy interpolation. By comparing the limits set by using 4 different sets of energy interpolated shapes, David showed that the energy interpolation which measures masses as a function of distance from threshold agrees to the level of 50 MeV. Jinwei showed that the confidence level could be affected by as much as 500 MeV by comparing interpolated shapes to real Monte Carlo. The reconciliation of these seemingly divergent results is that the differences seen by Jinwei are due to mass interpolation near the threshold, and not the energy interpolation. Pedro suggested that one way to increase the number of MC samples near threshold would be to first interpolate the MC by energy according to distance to threshold, and then to interpolate between different masses. This method would provide many Monte Carlo events near the threshold where the mass interpolation method fails.

Hnn Progress - Gavin, Jenn, and Marumi
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Everything is on schedule. The final optimizations are nearly done, and combination of the NN channels will begin next week.

Jet Smearing - Marumi Kado
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Marumi showed the Jet energy and angle corrections using the same method as last year, where the corrections were determined from the 1999 Z peak data. The results were consistent with last year's results, and consistent for data both before and after the TPC short. As a consequence the average corrections for the entire year (ignoring TPC short dependencies) were to be applied to this years analyses. The precise numbers will be sent in an e-mail by Marumi to the HTF.

B-tag smearing - Boris Tuchming
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Boris showed the results of data/MC comparisons for smearing the d0 and z0 of the tracks. Good agreement was found after smearing with QIPBTAG. The 4 and 6 Variable Neural Nets still showed some disagreement after smearing. An oversmearing (~double the correction) was then applied, and reasonable agreement between data and MC was achieved for the neural networks. It was agreed to use this oversmearing and to take half of the correction as a systematic. The card to use: SMEA 98/ 1.06 1.12

Charged Higgs - 4 jets - Elizabeth Locci
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Elizabeth showed the latest Charged Higgs results using the new LDA (shown previously). At all center-of-mass energies, the new LDA showed significant improvement over the old LDA. In addition, Elizabeth showed a performance plot for a Higgs mass of 80 GeV with curves for all of the different energies. The performances wer very similar, indicating that interpolation of performance to different energies would not be too difficult. Agreement between data and MC showed general agreement with fewer WW events than expected in the mass peak near 80 Gev. With all data combined, and 1 sigma less background subtracted to account for the systematic uncertainty, an expected limit of 75.8 GeV is attained. The observed limit is about 81 GeV.

Charged Higgs - cs tau nu Channel - Phil Seager
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Phil showed two improvements to the tau nu channel. The tau minijet code from the htt channel was included to identify the tau's in the event. This change is expected to lead to cleaner taus and consequently a better Higgs mass resolution. Secondly, these tau's were used to measure the tau polarization. By taking into account the polarization, it is hoped that the taus from the decay of W+ can be separated from the H+. The tau events were categorized by decay. For each event, then a number of polarization variables were obtained. (Please see the transparencies for the descriptions of the variables.) These variables all showed good separation between the W and H+ decays. Placing these polarization variables into a linear discriminant led to good results at mH = 80 GeV. This will be reoptimized at a smaller Higgs mass (~73 GeV) closer to the expected limit. Further studies are under way.