1. Frascati 14 May 2008 Status of analysis F. Ambrosino T. Capussela F. Perfetto Status of analysis

2. Frascati 14 May 2008 Conclusions: 12 March 2008 We have to resolve the Data MC discrepancy on min 2 We are ready to fit and to evaluate the systematical errors in the NEW approach.

3. Status of analysis Frascati 14 May 2008 min : Data-MC comparison

4. Status of analysis Frascati 14 May 2008 min Recoil is the most energetic cluster. In order to match every couple of photon to the right 0 we build a 2 -like variable for each of the 15 combinations: With: is the invariant mass of i 0 for j-th combination = 134.98 MeV is obtained as function of photon energies

5. Introduction Analysis Results Conclusions Status of analysis Frascati 12 March 2008 Energy resolution We have corrected the for the observed Data-MC discrepancy

6. Status of decay Frascati 14 May 2008 min : Data-MC comparison

7. Status of analysis Frascati 14 May 2008 Sample selection OLD approach : 7 and only 7 pnc with 21 ° 10 MeV > 18 ° Kin Fit with no mass constraint P( 2) > 0.01 320 MeV < E rad < 400 MeV AFTER PHOTONS PAIRING Kinematic Fit with and mass constraints (on DATA M =547.822 MeV/c 2 ) NEW approach : 7 and only 7 pnc with 21 ° 10 MeV > 18 ° Kin Fit with mass constraint ( on DATA M = 547.822 MeV/c2 ) P( 2) > 0.01 320 MeV < E rad < 400 MeV AFTER PHOTONS PAIRING Kinematic Fit with mass constraint

8. Status of analysis Frascati 14 May 2008 OLD – NEW results Range Low · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 High · 10 3 (0, 1) 30 ± 2 31 ± 2 31 ± 3 25 ± 3 26 ± 4 (0, 0.8) 26 ± 2 28 ± 2 28 ± 3 22 ± 4 22 ± 5 (0, 0.7) 26 ± 3 28 ± 3 27 ± 4 21 ± 4 23 ± 5 (0, 0.6) 30 ± 4 31 ± 4 24 ± 5 20 ± 6 Range Low · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 High · 10 3 (0, 1) 36 ± 2 37 ± 2 35 ± 3 (0, 0.8) 36 ± 2 37 ± 2 34 ± 3 32 ± 3 (0, 0.7) 38 ± 2 40 ± 3 36 ± 3 33 ± 3 (0, 0.6) 44 ± 3 48 ± 4 42 ± 4 37 ± 4

9. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 OLD – NEW systematic uncertainties Effect Low · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 High · 10 3 Res 9 6 4 3 3 Low E 1.6 1.9 1.6 1.3 1.4 Bkg0. 1 1 +1 M 1 1 2 2 5 Range 4 3 4 4 3 +3 Purity 2 +5 +7 1 + 6 7 5 + 2 Tot 10 + 5 7 + 7 6 + 6 9 9 + 4 Effect Low · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 Res???? + 5????? Low E 0.2 0.1.2 0.4 Bkg3.-1 +3-3 2 M 1 +1 00 Range-6 + 2 8 +3 6 +2 -4 + 1 Purity -2 +5+7 4 + 3 7 Tot 6 + 6 8 + 8 8 + 6 8 +1

10. Status of analysis Frascati 14 May 2008 OLD – NEW result In the OLD approach we give the final result for the slope parameter in corrispondence of the sample with 92% of purity (Medium II): = 0.027 ± 0.004 stat ± 0.006 syst In the NEW approach we give the final result for the slope parameter in corrispondence of the sample with 95% of purity (MediumII): = 0.036 ± 0.003 stat - 0.008/+0.006 syst

11. Status of analysis Frascati 12 March 2008 OLD - NEW Using the same cuts on min and Pur 75.4% Pur 84.5% Pur 92% Pur 94.8% Pur 97.6% Pur 82.2% Pur 99% Pur 97.1% Pur 95.1% Pur 89.4% Low purity Medium I purity Medium II purity Medium III purity High purity

12. Status of analysis Frascati 12 March 2008 OLD - NEW The slope in the efficiency shapes 8% 14% 21% 25% 26% Low purity Medium I purity Medium II purity Medium III purity High purity 12.4% 15.8% 21.9% 27.6% 26.7%

13. Status of analysis Frascati 12 March 2008 OLD - NEW RMS = 0.1169 RMS = 0.1632

14. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Spare

15. Status of decay Frascati 14 May 2008 : Data-MC comparison

16. Introduction Analysis Results Conclusions Status of analysis Frascati 12 March 2008 Data – MC RMS A data MC discrepancy at level of 1 2 % is observed. A further check can be done comparing the energies of the two photons in the pion rest frame as function of pion energy

17. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 The dynamics of the decay can be studied analysing the Dalitz plot distribution. The Dalitz plot density ( |A| 2 ) is specified by a single quadratic slope : |A| 2 1 + 2 z with: E i = Energy of the i-th pion in the rest frame. = Distance to the center of Dalitz plot. max = Maximun value of. Z [ 0, 1 ] Dalitz plot expansion

18. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Dalitz plot expansion

19. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Dalitz expansion: theory vs experiment Calculation Tree One-loop[1] Dispersive[2] Tree dispersive Absolute dispersive Unitary[3] 0.00 0.0015 0.007 0.014 0.006 0.007 0.031 [1] Gasser,J. and Leutwyler, H., Nucl. Phys. B 250, 539 (1985) [2] Kambor, J., Wiesendanger, C. and Wyler, D., Nucl. Phys. B 465, 215 (1996) [3] Borosoy B., Niler R. hep-ph/0510384 v2 (2005) Alde (1984) 0.022 ± 0.023 Crystal Barrel (1998) 0.052 ± 0.020 Crystal Ball (2001) 0.031 ± 0.004

20. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Sample selection The cuts used to select: 0 0 0 are: 7 and only 7 prompt neutral clusters with 21 ° < < 159 ° and E > 10 MeV Opening angle between each couple of photons > 18 ° Kinematic Fit with no mass constraint P( 2) > 0.01 320 MeV < E rad < 400 MeV (after kin fit) The overall common selection efficiency (trigger, reconstruction, EVCL) is = (30.30 0.01)% With these cuts the expected contribution from events other than the signal is < 0.1%

21. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Sample selection

22. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Photons pairing Recoil is the most energetic cluster. In order to match every couple of photon to the right 0 we build a 2 -like variable for each of the 15 combinations: With: is the invariant mass of i 0 for j-th combination = 134.98 MeV is obtained as function of photon energies

23. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Energy resolution

24. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Matching to s Cutting on: Minimum 2 value 2 between best and second combination One can obtain samples with different purity-efficiency Purity = Fraction of events with all photons correctly matched to 0 s

25. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Samples Pur 84.5% Eff 22 % Pur 92 % Eff 13.6 % Pur 94.8% Eff 9.2 % Pur 97.6% Eff 4.3 % Low purity High purity Medium purity III Medium purity II Pur 75.4% Eff 30.3 % Medium purity I 2 < 10 2 > 1.2 2 < 5 2 > 3 2 < 3 2 > 4 2 < 2 2 > 7 No cut on 2 and 2

26. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency Low purity

27. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency Medium II purity

28. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency High purity

29. Reconstructed Phase space Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 The problem of resolution Low PurityHigh Purity

30. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Second kinematic fit Once a combination has been selected, one can do a second kinematic fit imposing 0 mass for each couple of photons.

31. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Fit procedure We obtain an extimate by minimizing The fit is done using a binned likelihood approach Where: n i = recostructed events i = for each MC event (according pure phase space): Evaluate its z true and its z rec (if any!) Enter an histogram with the value of z rec Weight the entry with 1 + 2 z true Weight the event with the fraction of combinatorial background, for the signal (bkg) if it has correct (wrong) pairing

32. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Results on MC We have tested the fit procedure on MC by generating samples with different values of the parameter and looking at the result of our fit for these samples:

33. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Results on MC (Low Pur) Fitted region (0,0.6) Fitted region (0,1) Fitted region (0,0.7) Fitted region (0,0.8)

34. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Results on MC (Medium II Pur) Fitted region (0,0.6) Fitted region (0,1) Fitted region (0,0.7) Fitted region (0,0.8)

35. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Results on MC (High Pur) Fitted region (0,0.6) Fitted region (0,1) Fitted region (0,0.7) Fitted region (0,0.8)

36. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Data sample We have analyzed L int = 418 pb 1 of e e collisions collected in the 2001 2002 data taking period N 1 = 1.4179 0.0012 Mevts Low purity N 2 = 1.0292 0.0010 Mevts Medium I purity N 3 = 0.6459 0.0008 Mevts Medium II purity N 4 = 0.4453 0.0007 Mevts Medium III purity N 5 = 0.2123 0.0005 Mevts High purity

37. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Analysis on data Trying some more systematics checks on the fitting range we got in BIG trouble… Range Low · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 High Pur · 10 3 (0, 1) 18 ± 2 18 ± 3 11 ± 3 8 ± 4 (0, 0.7) 31 ± 3 30 ± 2 26 ± 3 18 ± 4 18 ± 6

38. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Linearity of DATA / MC ratio Check linearity of DATA/MC reco using for MC pure phase space… Nothing really strange @ high purity…

39. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Linearity of DATA / MC ratio (II) Idea: check linearity of DATA/MC reco using for MC pure phase space… But @ low purity = High statistics…

40. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 A possible explanation_ The edge of the flat part of the phase space depends in the value of the eta mass. What if its value on data is larger than the nominal one ?

41. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 A toy MC To understand the effect we used a toy MC to generate 1200000 events with different eta masses: Sample 1 : M = 547.30 MeV Sample 2 : M = 547.822 MeV We observe that when the input mass value is used to build z variable the phase space shape does not change. But if one uses M = 547.30 MeV to build the z variable for sample 2 big deviations are observed…….. Z 2 (547.8)/Z 1 (547.3)

42. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 A toy MC To understand the effect we used a toy MC to generate 1200000 events with different eta masses: Sample 1 : M = 547.30 MeV Sample 2 : M = 547.822 MeV We observe that when the input mass value is used to build z variable the phase space shape does not change. But if one uses M = 547.30 MeV to build the z variable for sample 2 big deviations are observed…….. Z 2 (547.8)/Z 1 (547.3) Z 2 (547.3)/Z 1 (547.3)

43. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Linearity If the effect is given by the eta mass, correcting for it now all sample should exhibit good linearity for the ratio DATA/MC rec (phase space) @ Low purity

44. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Linearity (II) If the effect is given by the eta mass, correcting for it now all sample should exhibit good linearity for the ratio DATA/MC rec (phase space) @ High purity

45. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Results on data Let us look at what happens now… RangeLow · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 High Pur · 10 3 (0, 1) 33 ± 2 35 ± 2 33 ± 3 28 ± 3 25 ± 4 (0, 0.7) 33 ± 3 35 ± 3 32 ± 4 26 ± 4 25 ± 6 …..we gained greater stability with respect to the range and purity.

46. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Third kinematic fit We performed a kinematic fit constraining the mass (M = 547.822 MeV) Range Low · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 High · 10 3 (0, 1) 30 ± 2 31 ± 2 31 ± 3 25 ± 3 26 ± 4 (0, 0.8) 26 ± 2 28 ± 2 28 ± 3 22 ± 4 22 ± 5 (0, 0.7) 26 ± 3 28 ± 3 27 ± 4 21 ± 4 23 ± 5 (0, 0.6) 30 ± 4 31 ± 4 24 ± 5 20 ± 6 Range Low · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 High · 10 3 (0, 1) 30 ± 2 31 ± 2 31 ± 3 25 ± 3 26 ± 4 (0, 0.8) 26 ± 2 28 ± 2 28 ± 3 22 ± 4 22 ± 5 (0, 0.7) 26 ± 3 28 ± 3 27 ± 4 21 ± 4 23 ± 5 (0, 0.6) 30 ± 4 31 ± 4 24 ± 5 20 ± 6

47. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 The systematic check This procedure relies heavily on MC. The crucial checks for the analysis can be summarized in three main questions: I. Is MC correctly describing efficiencies ? II. Is MC correctly describing resolutions ? III. Is MC correctly estimating the background ?

48. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency (I) Correction to the photon efficiency is applied weighting the Montecarlo events for the Data/MC photon efficiency ratio 1 exp( E /8.1 )

49. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency (I) Correction to the photon efficiency is applied weighting the Montecarlo events for the Data/MC photon efficiency ratio 1 exp( E /8.1 ) Low purity Medium II purity High purity

50. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency (II) Further check is to look at the relative ratio between the different samples: N2/N1 exp. =.7263 ±.0002 N3/N1 exp. =.4497 ±.0002 N4/N1 exp. =.3048 ±.0002 N5/N1 exp. =.1431 ±.0001 N2/N1 obs =.7258 ± 0.0004 N3/N1 obs. =.4556 ± 0.0004 N4/N1 obs. =.3140 ± 0.0004 N5/N1 obs. =.1498 ± 0.0003

51. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency (III)

52. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Resolution (I) A first check on resolution is from pion mass distribution

53. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Resolution (II) The center of Dalitz plot correspond to 3 pions with the same energy (E i = M /3 = 182.4 MeV). A good check of the MC performance in evaluating the energy resolution of 0 comes from the distribution of E 0 E i for z = 0

54. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Resolution (III) A further check can be done comparing the energies of the two photons in the pion rest frame as function of pion energy Vs.

55. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Resolution (IV) A data MC discrepancy at level of 1 2 % is observed. Thus we fit filling a histo with: z rec = z gen + (z rec z gen ). A further check can be done comparing the energies of the two photons in the pion rest frame as function of pion energy

56. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Fitting the combinatorial background Idea, try to fit background composition on DATA. To check procedure, we fit background composition on MC: Background fraction (MC) = 15.5 % Background fraction (MC fit) = (15.5 ± 0.2) % Background fraction (MC) = 8.0 % Background fraction (MC fit) = (7.9 ± 0.3) % Background fraction (MC) = 5.2 % Background fraction (MC fit) = (5.2 ± 0.3) % Background fraction (MC) = 2.4 % Background fraction (MC fit) = (2.4 ± 0.4) % Background fraction (MC) = 24.6 % Background fraction (MC fit) = (24.6 ± 0.2) %

57. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Fitting the combinatorial background (II) On DATA: Background fraction (MC) = 15.5 % Background fraction (DATA) = (16.6 ± 0.28) % Background fraction (MC) = 8.0 % Background fraction (DATA) = (8.90 ± 0.37) % Background fraction (MC) = 5.2 % Background fraction (DATA) = (6.0 ± 0.45) % Background fraction (MC) = 2.4 % Background fraction (DATA) = (3.25 ± 1.00) % Background fraction (MC) = 24.6 % Background fraction (DATA) = (26.45 ± 0.26) %

58. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Background Background composition, Medium II purity sample

59. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Systematic uncertainties Effect Low · 10 3 Medium I · 10 3 Medium II · 10 3 Medium III · 10 3 High · 10 3 Res 9 6 4 3 3 Low E 1.6 1.9 1.6 1.3 1.4 Bkg0. 1 1 +1 M 1 1 2 2 5 Range 4 3 4 4 3 +3 Purity 2 +5 +7 1 + 6 7 5 + 2 Tot 10 + 5 7 + 7 6 + 6 9 9 + 4 We take as milestone, for each sample, the fit in the range (0, 0.7)

60. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Results We give the final results for the slope parameter in corrispondence of the sample with 92% of purity: This result is compatible with the published Crystal Ball result: = 0.031 ± 0.004 And the calculations from the chiral unitary approach. = 0.027 ± 0.004 stat ± 0.006 syst

61. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Fit residual 2 /ndf = 13.72 / 17.

62. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Effect of mass constraint in fit Why did this effect not pop up in other experiments analyses? The reason is the effect is much less evident if you constrain in a kinematic fit the mass and then use the value you have constrainedd to build z….

63. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Conclusions If you bless this preliminary result we are ready to prepare a brief paper for LP07. Otherwise……. The MEMO is ready and Giorgio already gave us his comments (This talk is partially upgrade one.) Next step: to perform the kinematic fit imposing mass before the photon pairing, as asked by Giorgio. And then? ……THE END!!!!!!!

64. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Spare

65. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency I Medium I purity

66. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Efficiency Medium III purity

67. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Results on MC (Medium I Pur) Fitted region (0,0.6) Fitted region (0,1) Fitted region (0,0.7) Fitted region (0,0.8)

68. Introduction Analysis Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 Results on MC (Medium III Pur) Fitted region (0,0.6) Fitted region (0,1) Fitted region (0,0.7) Fitted region (0,0.8)

69. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 DATA MC comparison

70. Introduction Theoretical tools Results Conclusions Dalitz plot analysis of with the KLOE experiment Frascati 19 Luglio 2007 DATA MC comparison