DPF Meeting, Ann Arbor, MI August 4, 2015
Measurements of the Higgs Boson Coupling Strength in the ATLAS Experiment
Fangzhou Zhang
(University of Wisconsin-Madison)
1
Measurements of the Higgs Boson Coupling Strength in the ATLAS - - PowerPoint PPT Presentation
Measurements of the Higgs Boson Coupling Strength in the ATLAS Experiment Fangzhou Zhang (University of Wisconsin-Madison) DPF Meeting, Ann Arbor, MI August 4, 2015 1 Discovery Property measurement 0 Local p ATLAS 2011 - 2012 Higgs
DPF Meeting, Ann Arbor, MI August 4, 2015
Measurements of the Higgs Boson Coupling Strength in the ATLAS Experiment
Fangzhou Zhang
(University of Wisconsin-Madison)
1
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
α tan ⋅ ) SM κ / AVV κ ∼ ([GeV]
Hm 110 115 120 125 130 135 140 145 150 Local p
Obs. Exp. σ 1 ±
Ldt = 5.8-5.9 fb
∫
= 8 TeV: s
Ldt = 4.6-4.8 fb
∫
= 7 TeV: s
ATLAS 2011 - 2012
σ σ 1 σ 2 σ 3 σ 4 σ 5 σ 6Discovery → Property measurement
[GeV]
Hm 123 123.5 124 124.5 125 125.5 126 126.5 127 127.5 Λ
1 2 3 4 5 6 7
σ 1 σ 2ATLAS
∫
= 7 TeV s∫
= 8 TeV s l +4 γ γ Combined γ γ → H l 4 → ZZ* → H without systematics2 − 1 − 1 2 3 (95%CL) λ(Zγ)Z < 3.2 λγZ = 0.90 ± 0.15 (95%CL) λμZ < 2.3 λτZ = 0.99+0.23
−0.19λbZ = 0.60 ± 0.27 λ ∈ [−1.70, −1.07] ∪[1.03, 1.73] λWZ ∈ [−1.04, −0.81] ∪[0.80, 1.06] λZ = 1.09+0.26
−0.22κ Z = 1.18 ± 0.16 Parameter value
ATLAS
√s = 7 TeV,4.5 − 4.7 fb−1 √s = 8 TeV,20.3 fb−1 mH = 125.36GeV 68% CL: 95% CL:2
Mass CP/Parity Coupling
[Phys. Rev. D 90, 052004] H → γγ / ΖΖ*
measurements [arXiv:1506.05669] H → γγ / ΖΖ* / WW*
[arXiv:1507.04548] H → γγ / ΖΖ* / WW* / ττ / bb / Zγ / μμ
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Plot Sample: measurement results
3
0.5 1 1.5 2 2.5 3
μttH = 1.81 ± 0.80 μVH = 0.80 ± 0.36 μVBF = 1.23 ± 0.32 μggF = 1.23+0.23
−0.20
Signal strength (μ)
ATLAS
√s = 7 TeV, 4.5 − 4.7 fb−1 √s = 8 TeV, 20.3 fb−1
mH = 125.36 GeV
68% CL: 95% CL:
Measured Value Central Value 1σ error 2σ error
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
i.,u.
BR )
i.,u.
(BR Λ
5 10 15 20 25 30 0.8 − 0.6 − 0.4 − 0.2 − 0.2 0.4 0.6 0.8 ATLAS
SM expected Observed
= 7 TeV, 4.5-4.7 fb s
= 8 TeV, 20.3 fb s ]
i.,u.
,BR
γ Z
κ ,
g
κ ,
γ
κ [
Plot Sample: 1D likelihood scan
4
Central Value 1σ error 2σ error
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
V
κ 0.9 0.95 1 1.05 1.1 1.15 1.2 1.25 1.3
F
κ 0.6 0.8 1 1.2 1.4 1.6 1.8 2 2.2 ATLAS
= 7 TeV, 4.5-4.7 fb s
= 8 TeV, 20.3 fb s = 125.36 GeV
H
m Standard Model Best fit 68% CL 95% CL
Plot Sample: 2D likelihood contour
5
Central Value 1σ 2σ
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
signal event yields to SM expectation, accounting for all production and decay modes
interpretation, especially for μ > 1
18%
Common signal strength (μ)
Contribution from ttH searches assigned to all decay modes except μμ and Zγ
µ = 1.18 ± 0.10(stat) ± 0.07(exp)+0.08
−0.07(theo)
) µ Signal strength (
1 − 1 2 3
ATLAS
= 7 TeV, 4.5-4.7 fb s
= 8 TeV, 20.3 fb s
= 125.36 GeV
H
m
0.26= 1.17 µ γ γ → H
0.08= 1.46 µ ZZ* → H
0.11= 1.18 µ WW* → H
0.09= 1.44 µ τ τ → H
0.10= 0.63 µ b b → H
0.07= -0.7 µ µ µ → H
0.4= 2.7 µ γ Z → H
0.3= 1.18 µ
Combined
0.07Total uncertainty µ
σ 1 ±
(stat.) σ
)
theory sys inc.
(
σ (theory) σ
6
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
0.5 1 1.5 2 2.5 3
μttH = 1.81 ± 0.80 μVH = 0.80 ± 0.36 μVBF = 1.23 ± 0.32 μggF = 1.23+0.23
−0.20
Signal strength (μ)
ATLAS
√s = 7 TeV, 4.5 − 4.7 fb−1 √s = 8 TeV, 20.3 fb−1
mH = 125.36 GeV
68% CL: 95% CL:
Individual production processes
production modes:
(WH/ZH)
Dominant
ggF
t/b g g HVBF
W/Z W/Z ¯ q0 q ¯ q0 q H
WH/ZH
W/Z q ¯ q W/Z H
ttH
g g ¯ t/¯ b t/b H
[GeV]
HM 80 100 120 140 160 180 200 H+X) [pb] → (pp σ
10
10 1 10
210 = 8 TeV s
LHC HIGGS XS WG 2012 H (NNLO+NNLL QCD + NLO EW) → pp q q H ( N N L O Q C D + N L O E W ) → p p WH (NNLO QCD + NLO EW) → pp ZH (NNLO QCD +NLO EW) → pp ttH (NLO QCD) → pp7
Ref: arXiv:1507.04548 Ref: LHC-XS-WG
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Boson and fermion-mediated production
VH)
most of the measurements
ggF+ttH fµ 2 − 1 − 1 2 3 4 5 6 7
VBF+VH fµ 2 − 1 − 1 2 3 4 5 6 7 ATLAS
+ttH / μfVBF+VH
ratios in individual channels (branching ratio canceled)
µf
ggF+ttH/µf VBF+VH = µggF+ttH/µVBF+VH
8
Ref: arXiv:1507.04548
1 − 0.5 − 0.5 1 1.5 2 2.5 3 3.5RCombined = 0.96+0.43
−0.31Rbb = 0.33+1.03
−0.25Rττ = 0.81+2.19
−0.49RWW ∗ = 1.47+0.80
−0.54RZZ ∗ = 0.18+1.20
−0.52Rγγ = 0.56+0.66
−0.45R = [σVBF+VH /σggF+ttH]SM
σVBF+VH /σggF+ttHATLAS
√ = 7 TeV, 4.5 − 4.7 fb−1 √ = 8 TeV, 20.3 fb
−1mH = 125.36 GeV
68% CL: 95% CL:Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
1 − 0.5 − 0.5 1 1.5 2 2.5 3 3.5 4
Γbb/ΓWW ∗ Γττ/ΓWW ∗ ΓZZ ∗/ΓWW ∗ Γγγ/ΓWW ∗ σ H/σ
F
σZH/σ
F
σWH/σ
F
σVBF/σ
F
σ( → H → WW ∗)
Value normalised to SM prediction
ATLAS
√ = 7 TeV, 4.5 − 4.7 fb−1 √ = 8 TeV, 20.3 fb−1
mH = 125.36 GeV
Observed: 68% CL Observed: 95% CL SM predictionHiggs production and decay modes
ratios can be disentangled without any assumption
and decay branching ratios are measured
its smallest statistical and overall uncertainties
(excluding ratio = 0):
σi · BRf = σ(gg → H → WW ∗) × ✓ σi σggF ◆ × ✓ Γf ΓW W ∗ ◆
9
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Models for coupling measurements
section or partial decay width
σ · B(i → H → f) = σi · Γf ΓH = σSM
i
· ΓSM
f
ΓSM
H
· κ2
i κ2 f
κ2
H
! κ2
i =
σi σSM
i
κ2
f =
Γf ΓSM
f
κ2
H =
P Γf P ΓSM
f
where
Production Decay Total width
10
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Vκ 0.9 0.95 1 1.05 1.1 1.15 1.2 1.25 1.3
Fκ 0.6 0.8 1 1.2 1.4 1.6 1.8 2 2.2 ATLAS
bosons(κV) are essentially different
level coupling factors (no BSM contribution)
interference from W- and t-loop in H→γγ, negative disfavored at ~ 4.0σ
width)
Fermion vs. boson coupling (1)
κ2
H ≈ 0.25κ2 V + 0.75κ2 F
κ2
γ ≈ 0.07κ2 F (t) + 1.59κ2 V (W ) − 0.66κF κV
V
κ 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8
F
κ 4 − 3 − 2 − 1 − 1 2 3 4 ATLAS
= 7 TeV, 4.5-4.7 fb s
= 8 TeV, 20.3 fb s = 125.36 GeV
Hm γ γ → H ZZ* → H WW* → H τ τ → H bb → H Combined SM 68% CL Best fit 95% CL
κV = 1.09 ± 0.07 κF = 1.11 ± 0.16
11
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
0.5 1 1.5 2 2.5
ΓSM
HΓH = 1.07+0.27 −0.21
(95%CL) BRi.,u. < 0.13 κF = 1.05 ± 0.16 (95%CL) κV > 0.93 Parameter value
ATLAS
√s = 7 TeV, 4.5 − 4.7 fb
−1√s = 8 TeV, 20.3 fb
−1mH = 125.36 GeV 68% CL: 95% CL: κV < 1
ΓSM H ΓH = 1.38+1.35 −0.31(95%CL) BR i.,u. < 0.52 κF = 1.17+0.25
−0.16κV = 1.13+0.23
−0.07κon = κoff
ΓSM H ΓH = 1.23+0.30 −0.26κF = 1.11 ± 0.16 κV = 1.09 ± 0.07
BRi.,u. = 0
Fermion vs. boson coupling (II)
κV-κF model: allow variation in SM coupling and the total width, with additional (weaker) constraints:
above 2mW/2mZ)
from off-shell (95% C.L on BRi.,u.):
Compatibility with SM prediction:
κ2
H =
κ2
H,SM(κV , κF )
(1 − BRi.,u.)
12
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Fermion vs. boson coupling (III)
VV
κ 0.7 0.8 0.9 1 1.1 1.2 1.3 1.4 1.5
FV
λ 0.6 0.8 1 1.2 1.4 1.6 1.8 ATLAS
= 7 TeV, 4.5-4.7 fb s
= 8 TeV, 20.3 fb s = 125.36 GeV
Hm Standard Model Best fit 68% CL 95% CL
λF V = 1.02+0.15
−0.13
κV V = 1.07+0.14
−0.13
fermion coupling
λF V = κF /κV , κV V = κ2
V /κH
κ2
H ≈ 0.25κ2 V + 0.75κ2 F
FV
λ )
FV
λ ( Λ
5 10 15 20 25 30 2.5 − 2 − 1.5 − 1 − 0.5 − 0.5 1 1.5 2 2.5 ATLAS
SM expected Observed
= 7 TeV, 4.5-4.7 fb s
= 8 TeV, 20.3 fb s ]
FVλ ,
VVκ [
13
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
lqλ )
lqλ ( Λ
5 10 15 20 25 30 2.5 − 2 − 1.5 − 1 − 0.5 − 0.5 1 1.5 2 2.5 ATLAS
SM expected Observedλlq ∈ [−1.34, −0.94] ∪ [0.94, 1.34]
extension of Standard Model (certain Two-Higgs-Doublet Models)
type: 4.5σ
Fermion coupling sector
duλ )
duλ ( Λ
5 10 15 20 25 30 2.5 − 2 − 1.5 − 1 − 0.5 − 0.5 1 1.5 2 2.5 ATLAS
SM expected Observedλdu ∈ [−1.08, −0.81] ∪ [0.75, 1.04]
λdu = κd/κu
λlq = κl/κq
4.4σ
14
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
0.5 1 1.5 2 2.5 3 (95%CL) κZγ < 3.3 κ = 1.12 ± 0.12 κγ = 1.00 ± 0.12 Parameter value
ATLAS
√s = 7 TeV, 4.5 − 4.7 fb−1 √s = 8 TeV, 20.3 fb
−1mH = 125.36 GeV 68% CL: 95% CL: BRi.,u. = 0
BSM contribution to loop processes
sensitive to heavy unknown particles: promising probes for potential BSM contribution
Zγ(κΖγ)
couplings (scale factors fixed to 1) and decay width
κ 0.6 0.7 0.8 0.9 1 1.1 1.2 1.3 1.4
gκ 0.8 0.9 1 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 ATLAS
κg κγ,κΖγ
t/b g g H
t/b ¯ t/¯ b t/b H γ γ/Z
W ± W − W + H γ γ/Z W ± W ± H γ γ/Z
15
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
0.5 1 1.5 2 2.5 3
ΓSM H ΓH = 1.03+0.13 −0.03(95%CL) BRi.,u. < 0.27 (95%CL) κZγ < 3.3 κ = 1.12+0.14
−0.11κγ = 1.00 ± 0.12 Parameter value
ATLAS
√s = 7 TeV, 4.5 − 4.7 fb−1 √s = 8 TeV, 20.3 fb−1 mH = 125.36 GeV 68% CL: 95% CL:
BSM Contribution to total width and loop processes (I)
variation of total width
Zγ(κΖγ)
couplings (scale factors fixed to 1)
VBF and VH production: BRi.,u. < 0.27 (95% CL)
κ2
H =
κ2
H,SM(1, κg, κγ, κZγ)
(1 − BRi.,u.)
i.,u.BR )
i.,u.(BR Λ
5 10 15 20 25 30 0.8 − 0.6 − 0.4 − 0.2 − 0.2 0.4 0.6 0.8 ATLAS
SM expected Observed16
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
0.5 1 1.5 2 2.5 3 3.5
ΓSM
HΓH = 1.05+0.34 −0.25
(95%CL) BRi.,u. < 0.27 (95%CL) κZγ < 3.3 κ = 1.13+0.21
−0.18
κγ = 1.00 ± 0.13 κF = 1.01 ± 0.19 (95%CL) κV > 0.85 Parameter value
ATLAS
√s = 7 TeV, 4.5 − 4.7 fb−1 √s = 8 TeV, 20.3 fb
−1mH = 125.36 GeV 68% CL: 95% CL: κV < 1
ΓS M H ΓH = 1.23+1.45 −0.34(95%CL) BRi.,u. < 0.54 (95%CL) κZγ < 4.3 κ = 1.18+0.31
−0.16κγ = 1.05+0.29
−0.15κF = 1.08+0.29
−0.20κV = 1.08+0.25
−0.11κon = κoff
BSM Contribution to total width and loop processes (II)
κV-κF model: allow variation in SM coupling and the total width, with additional constraints:
to loop induced processes via effective coupling κγ, κg and κZγ
from off-shell (95% C.L on BRi.,u.):
Compatibility with SM prediction:
17
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
2 − 1.5 − 1 − 0.5 − 0.5 1 1.5 2 (95%CL) |κμ| < 2.28 κτ ∈ [−1.22, −0.80] ∪[0.80, 1.22] κb ∈ [−0.90, −0.33] ∪[0.28, 0.96] κ = 0.94 ± 0.21 κZ ∈ [−1.06, −0.82] ∪[0.84, 1.12] κW = 0.91 ± 0.14 Parameter value
ATLAS
√s = 7 TeV,4.5 − 4.7 fb−1 √s = 8 TeV,20.3 fb−1 mH = 125.36 GeV 68% CL: 95% CL: BRi.,u. = 0
Generic model I: SM loops and total width
factors, with 2 assumptions:
processes
Particle mass [GeV]
10 1 10
210 v
Vm
Vκ
v
Fm
Fκ
10
10
10 1 Z W t b τ µ ATLAS
= 7 TeV, 4.5-4.7 fb s
= 8 TeV, 20.3 fb s Observed SM Expected
linear ~ mi
field
yV,i = √κV,i mV,i ν yF,i = κF,i mF,i ν
18
κW assumed positive by convention Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Generic model II: variation in loop and total width
effective loop coupling factors, allowing variation in loop processes and total width
variation is allowed:
2 − 1 − 1 2 3
ΓSM
HΓH
BRi.,u. κZγ κ κγ κμ κτ κb κ κZ κW Parameter value
ATLAS
√s = 7 TeV, 4.5 − 4.7 fb
−1√s = 8 TeV, 20.3 fb
−1mH = 125.36 GeV 68% CL: 95% CL: κV < 1 BRi.,u. = 0 κon = κoff
19
Parameter boundaries Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
t
κ )
t
κ ( Λ
2 4 6 8 10 12 14 16 18 20 2 − 1.5 − 1 − 0.5 − 0.5 1 1.5 2 ATLAS
= 7 TeV, 4.5-4.7 fb s
= 8 TeV, 20.3 fb s
Coupling sign sensitivity: κt
ggZH
t/b g g Z H t/b Z g g Z H
tH: tHjb
g q ¯ b q0 t H g q ¯ b q0 t Hstrongly disfavored at 3.1σ (exp. 2.9σ)
sign sensitivity
sign sensitivity but little contribution to the precision of |κt|
tH:WtH
b g W H t b g t H W20
Ref: arXiv:1507.04548
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
2 − 1 − 1 2 3 (95%CL) λ(Zγ)Z < 3.2 λγZ = 0.90 ± 0.15 (95%CL) λμZ < 2.3 λτZ = 0.99+0.23
−0.19
λbZ = 0.60 ± 0.27 λ ∈ [−1.70, −1.07] ∪[1.03, 1.73] λWZ ∈ [−1.04, −0.81] ∪[0.80, 1.06] λZ = 1.09+0.26
−0.22
κ Z = 1.18 ± 0.16 Parameter value
ATLAS
√s = 7 TeV,4.5 − 4.7 fb−1 √s = 8 TeV,20.3 fb−1 mH = 125.36GeV 68% CL: 95% CL:
Generic Model III: coupling ratios
assumption on loop processes or total width
have related couplings to the Higgs boson
production modes: negative solution disfavored at 0.5σ (exp. 0.3σ)
gHVV ∼ m2
V/VEV
λij = κi/κj, κii = κ2
i /κH
21
Ref: arXiv:1507.04548 Parameter boundaries
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
VBF(4.3σ), WH(2.1σ), ZH(0.9σ), ttH(2.5σ)
the level of 2σ or better for all models considered
experiment is ongoing.
mγγ+4l
H
= 125.36 ± 0.37(stat) ± 0.18(sys) GeV mγγ+4l
H
= 125.36 ± 0.37(stat) ± 0.18(sys) GeV mγγ+4l
H
= 125.36 ± 0.37(stat) ± 0.18(sys) GeV
22
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
23
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Measurement of the Higgs boson mass from the H → γγ and H → ZZ* → 4l channels with the ATLAS detector at the LHC
and Measurements of the Higgs boson production and decay rates and couplings using pp collision data at sqrt(s) = 7 and 8 TeV in the ATLAS experiment arXiv:1507.04548 (submitted to EPJC)
24
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
[GeV]
l 4m 80 90 100 110 120 130 140 150 160 170 Events / 2.5 GeV 5 10 15 20 25 30 35
Data = 1.50) µ = 125.4 GeV H Signal (m Background ZZ* t Background Z+jets, t Systematic uncertaintyl 4 → ZZ* → H
∫
= 7 TeV: s∫
= 8 TeV: sATLAS
m4l
H = 124.51 ± 0.52(stat) ± 0.06(sys) GeV
[GeV]
H
m 123 123.5 124 124.5 125 125.5 126 126.5 127 127.5 Λ
1 2 3 4 5 6 7
σ 1 σ 2
ATLAS
Ldt = 4.5 fb
∫
= 7 TeV s
Ldt = 20.3 fb
∫
= 8 TeV s
l +4 γ γ Combined γ γ → H l 4 → ZZ* → H without systematics
Prerequisite: combined mass measurement
[GeV] γ γ m 110 120 130 140 150 160 weights - fitted bkg ∑mγγ
H = 125.98 ± 0.42(stat) ± 0.28(sys) GeV
measurements
Model
mγγ+4l
H
= 125.36 ± 0.37(stat) ± 0.18(sys) GeV mγγ+4l
H
= 125.36 ± 0.37(stat) ± 0.18(sys) GeV mγγ+4l
H
= 125.36 ± 0.37(stat) ± 0.18(sys) GeV
25
Ref: Phys. Rev. D. 90, 052004 (2014)
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Coupling model parametrization
Production Loops Interference Expression in fundamental coupling-strength scale factors σ(ggF) X b–t κ2
g ⇠
1.06 · κ2
t + 0.01 · κ2 b 0.07 · κtκb
σ(VBF)
0.74 · κ2
W + 0.26 · κ2 Z
σ(WH)
κ2
W
σ(q¯ q ! ZH)
κ2
Z
σ(gg ! ZH) X Z–t κ2
ggZH ⇠
2.27 · κ2
Z + 0.37 · κ2 t 1.64 · κZκt
σ(bbH)
κ2
b
σ(ttH)
κ2
t
σ(gb ! WtH)
⇠ 1.84 · κ2
t + 1.57 · κ2 W 2.41 · κtκW
σ(qb ! tHq0)
⇠ 3.4 · κ2
t + 3.56 · κ2 W 5.96 · κtκW
Partial decay width Γb¯
b
κ2
b
ΓWW
κ2
W
ΓZZ
κ2
Z
Γττ
κ2
τ
Γµµ
κ2
µ
Γγγ X W–t κ2
γ ⇠
1.59 · κ2
W + 0.07 · κ2 t 0.66 · κWκt
ΓZγ X W–t κ2
Zγ ⇠
1.12 · κ2
W + 0.00035 · κ2 t 0.12 · κWκt
Total decay width ΓH X W t b t κ2
H ⇠
0.57 · κ2
b + 0.22 · κ2 W + 0.09 · κ2 g+
0.06 · κ2
τ + 0.03 · κ2 Z + 0.03 · κ2 c+
0.0023 · κ2
γ + 0.0016 · κ2 Zγ + 0.00022 · κ2 µ
26
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
channels and correlating systematics, if necessary
conditional minimum for a given μ unconditional(global) minimum
Λ(µ) = L(µ, ˆ ˆ θ(µ)) L(ˆ µ, ˆ θ)
not simple product of gp,c individual likelihood excluding constraint
L(D|ν, θ) = Y
c
˜ Lc(Dc|νc, θc) Y
p
gp(ap|θp)
expected evt # systematics: nuisance parameter (NP) constraint on NPs
estimated central value of θp,c
Lc(Dc|νc, θc) = Pois(nc|νc)
nc
Y
ec=1
fc(xec|θc) · Y
p
gp,c(ap,c|θp,c)
μ: parameter of interest, e.g
27
Fangzhou Zhang (UW Madison) 2015 DPF Meeting, Ann Arbor
Formulae for Various Measurements
Λ(mH) = L(mH, ˆ ˆ µγγ(mH), ˆ ˆ µ4l(mH), ˆ ˆ θ(mH)) L( ˆ mH, ˆ µγγ, ˆ µ4l, ˆ θ) Λ(∆mH) = L(∆mH, ˆ ˆ µγγ(∆mH), ˆ ˆ µ4l(∆mH), ˆ ˆ mH(∆mH), ˆ ˆ θ(∆mH)) L( ˆ ∆mH, ˆ µγγ, ˆ µ4l, ˆ mH, ˆ θ)
κ2
γ(g) =
P
i,j κiκjΓij γγ(gg)
P
i,j Γij γγ(gg)
i, j ∈ ( {t, b} for κg {t, b, l, W} for κγ
κ2
H =
X
x
κ2
x · BRSM(H → xx)
nk
signal =
X
i
µi⇥i,SM × Ak
if × k if
! × µf × Bf,SM × L → µ = µi · µf
28