d. jason koskinen fnal collaboration mtg. 10/2005 1 near detector efficiency

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D. Jason FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

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D. Jason Koskinen FNAL Collaboration mtg. 10/ Track Efficiency – How many planes hit for individual tracks Plane Efficiency – record how many tracks traverse plane and how many hits are recorded XXXXXXXXXXXX Vertex End Plane

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Page 1: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1

Near Detector Efficiency

Page 2: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 2

Rehash

Examining the efficiency of the Near Detector to record muon hitsEfficiency defined as #hit planes expected/#hit planes seenR1.16 was used initiallyCuts– Pitt track quality(chi2/ndof<20,|beginU -beginV|<6,

pass tracker fit)– Through going spill muon– Fiducial: 0.3m<U<1.8 and -1.8<V<-0.3 for vertex and

track end-2 planes

Page 3: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 3

Track Efficiency– How many planes hit for individual tracks

Plane Efficiency– record how many tracks traverse plane and how many

hits are recorded

X X X X X X X X X X X XVertex End Plane

Page 4: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 4

Initial Results

Calorimeter Tracks (120 planes)– Partially Instrumented (PI)

was .8883 +/- .0136– Fully Instrumented (FI)

was .8783 +/- .0140

Inefficiency stems from – Tracking– Poisson(PMT)-

Landau(Scintillator) nature of light

– Other Stuff?

Page 5: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 5

Quick Check

Study of the Far Detector put the tracking efficiency at ~.95 (John Marshall)

– Extracting the tracking efficiency from overall efficiency yields the inefficiency due to light

● 1-.88/.95=.074

Is the ~7% inefficiency that is not track related solely from light or is it systematic of another problem?– Examine ADC per plane to get idea of light

contribution

Page 6: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 6

Top plot shows summed ADC for all spill muon hits (w/o cuts) in May– Landau fit for comparison

Bottom shows similar with a 7.4% increase in low ADC counts– Simulates 0% light

inefficiencyThe ~7.4% is not totally light dominated

Page 7: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 7

Monte Carlo Comparison

R1.16 High Energy Monte Carlo– PI .9446 +/- .0172– FI .9485 +/- .0140

MC is 6-7% higher using same method/codeDiscrepancy is big

Page 8: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 8

MC/Data Discrepancy causes

Low level ADC hits in MC, which are not seen in dataMore MC tracks staying in analysis region of detector – inside volume containing both FI and PI planes

Data efficiency being 'pulled' down handful of single tracks with low efficiencyReconstruction not finding hits in data that are part of track

Page 9: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 9

Both MC (top) and Data(bottom) track efficiencies are 'smooth'No peak at low efficiency values

Page 10: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 10

Data(red) MC (blue)MC and Data are similar in ADC level

<2% of events fall outside fidvery similar to MC

Page 11: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 11

Tracking

Removed possible tracking issues– Used all hits in event, regardless of (U,V) position

Efficiency increase of ~1% in both MC and Data

Page 12: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 12

Inefficiency not caused by:

Low level hits– MC and Data have similar ADC distribution

More Data tracks move out of fiducial region– MC and Data have similar hit distribution

Handful of tracks with low efficiency in data– No spike in Data track efficiency plots at low

efficiencyThe only bit left is that the reconstruction is not finding or allocating hits to the track

Page 13: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 13

More possible causes

'Dead' bits of Near Detector– Strips or planes that may not respond as effectively as

expectedAlignment issues – Are muon tracks in Data sneaking through gaps

Actual hits are not being included in event

Page 14: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 14

Uniform distribution for both methods

Two methods of establishing missing hit position– Neighbour – interpolate missed hit position from adjacent

hits– U/V – use hit positions in next similar plane

● ex. Missed hit is a U plane, two nearest hit U plane positions are used

Page 15: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 15

GapsIdentified by missing hits near strip edges– Hits congregate near edge more in MC than data– Tracks not 'slipping' through gaps

R1.16 Data R1.16 MC

Page 16: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 16

R1.18R1.18 Data matches R1.16 MC, but not Data

R1.16 R1.18 MC

Track hits

All hits

Page 17: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 17

2005-06 R1.16 2005-06 R1.18 MCTrk_efficiency PI 0.8794 0.9457 0.9465All_efficiency PI 0.8867 0.9481 0.9492Trk_efficiency FI 0.8863 0.9370 0.9408All_efficiency FI 0.8726 0.9387 0.9431

Same set of data (06/2005) with different reconstructions (R1.16, R1.18) have different efficenciesSuggests that hits are not being included in events in R1.16, but are in R1.18

Page 18: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 18

Look at same event in R1.16 and R1.18 when efficiencies differ– R1.16 has 69% track efficiency, R1.18 has 94%

R1.16

R1.16

R1.18

R1.18

Page 19: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 19

End

Finished– The culprit of the Near Detector efficiency issue is

hits not being included in event● slicer?

– Old code sucks, new code goodOutstanding– Missing hit location between MC and Data

● Missing hit location is similar for R1.16 and R1.18 Data, but does not match MC

● I'm not doing this

Page 20: D. Jason Koskinen FNAL Collaboration mtg. 10/2005 1 Near Detector Efficiency

D. Jason Koskinen FNAL Collaboration mtg. 10/2005 20

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