“A Higgs- analysis
Vade Mecum”
ABRIDGED VERSION
Find a “Higgs” Candidate Particle
σ [Prod] × BR(s) ∼ STANDARD
Very L-dt demanding What is it’s J, P, C ???
What is it’s not J, P, C ???
Is it Pure J ?
PCMixed ? Compo - site ?
Is it *the Higgs*
or an Impostor ?
2
Duhrssen, ATL- PHYS-2003-030
√ s = 14 TeV
WARNING
Not a WORD of
what I am saying is
TRULY NOVEL
Motivation ?
•
A good fraction of the theoretical considerations(e.g. regarding C and CP properties of the observed object and the use of Bose statistics. or of the helicity formalism are not right)
_
Some fraction of the incorrect answers have made it to the currently-available data-analysis “protocols”
_
+ Some room for improvement :-)
5
The published protocols (that we have found) are not demonstrably the best one could use optimal
_
Surely people are planning to do much betteroptimal
+ ¡¡It pays TO DO IT RIGHT ... NOW!!
The contest:
• Team 1 is doing things “right”
Right from Starters
Teams may or may not
belong to the same experiment
• Team 2 is applying “currently
published” analysis methods
Discovery-time Plots
L = 10 33 cm − 2 s − 1
√ s = 10 TeV
Snowmass factor of 3 (LHC start) Background: Currently estimated
7
Poisson(S,B) Team 1 Team 2
∼ 10 fb
−1Nominal BackGround ~ 6 times more BG
∼ 30 fb
−19
While gathering significance faster, Team 1 is checking
agreement with J P = 0 +
With a few extra lines of code, Team 1 is checking
whether the “object”
is an impostor , e.g.:
Team 1
∼ 40 fb
−1Back to
this all detail in
5σ
We ARE
“translating”
to #-standard deviations,
but NOT assuming that anything is
Gaussian
12
Whaaat am I
talking about ?
H or HI → ZZ or ZZ ∗
Z, Z ( ∗ ) → µ + µ −
e.g.
13
(e + e −
exercise)
“Pessimise”:
•
To OPTIMIZEJ, P, C
properties of the object and its couplings with NO extra assumptions14
η p
T•
WHATEVER the object happens to be:•
Not to use relative BRs (more than one H !)•
Assume and distributions ~ Standard (actually, roughly expected)d|
|
-10 -8 -6 -4 -2 0 2 4 6 8 10
[GeV/c] Tp
0 50 100 150 200 250 300 350 400 450 500
d|
|
-10 -8 -6 -4 -2 0 2 4 6 8 10
[GeV/c] Tp
0 50 100 150 200 250 300 350 400 450 500
1
0 +
-
M=145 GeV
M=145 GeV
15
6 “handles” !!!
6 dimensions !!??
η
Z-pair decays Z-pair
production
1
θ
2µ
−µ
+z y
e
−e
+q
π − Θ Z
2θ
Z
1ϕ
1ϕ
2g,
H (HI) Rest System (undo and boosts)
p
T1
�
ω ≡ { cos θ
1, cos θ
2, ϕ ≡ ϕ
2− ϕ
1} Ω � ≡ { cos Θ, Φ ≡ ϕ
2}
M
∗in H (HI ) → ZZ
∗Exp. method is not new
• (Para)-Positronium
•
Helicity can be measured: Thomson scattering•
J.A. Wheeler (Ann .N.Y. Acad.Sci. 48 (1946) 219) got the theory wrong•
Sneyder, Pasternak & Hornbostel (P.R. 73 [1948] 440) and Pryce and Ward (Nat. 160 [1947] 435) got it right•
Bleuler & Bradtʼs experiment (P.R. 73 [1948] 1398) was not conclusive and Hannaʼs (Nature 162 [1948] 332) was wrong.•
C.S. Wu & Shaknov (P.R. 77 [1950] 136) did it right !!!Hopefully history will not fully repeat
[J P = 0−] → (γRγL − γLγR)
Why is this so deeeeeply
interesting?
� = P (cos θ
1, cos ¯ θ
2)
P ˆ (cos θ
1)
Spooky Action at a distance
θ
2µ
−e
−q
Z
2θ
1Z
1P (cos θ 1 , cos θ 2 )
(γ
1) (γ
2)
What used to be paradoxes (EPR) first became the
QM paradigms and are now
DISCOVERY PROCEDURES
Spin
H (k )
Z µ (p 1 ) Z ν (p 2 )
X g
µν Standard=
L − inv
Pseudoscalar
+(P + i Q)�
µναβp
α1p
β2M
Z2Derivative
− (Y + i Z ) k
µk
νM
Z221
Some
Inteferences
XP is T-odd XQ is C-odd
XY is C,CP-even
=
L − inv
Vector X (g
ρµp
α1+ g
ραp
µ2)
+(P + i Q) �
ρµα(p
1− p
2) Axial
Spin 1 Z µ (p 1 )
H
ρ(k ) Z α (p 2 )
L = 1
Λ2 (∂µ Hα + ∂α Hµ) (A1 W� µλ · W� αλ + A2 BµλBαλ) + 1
Λ2 �µναρ[A3(W� µλDαW� νλ)Hρ + A4(Bµλ∂αBνλ)Hρ]
Some
interferences XP in T-odd
XQ is C-odd
�
ω ≡ { cos θ
1, cos θ
2, ϕ ≡ ϕ
2− ϕ
1}
angles: KeptLepton-Ω � ≡ { cos Θ, Φ ≡ ϕ
2}
(Z-pair)-angles: Averaged1
θ
2µ
−µ
+z y
e
−e
+q
π − Θ Z
2θ
Z
1ϕ
1ϕ
2g,
In the Literature
1
Deletes polarization-memory for spin > 0 Good only for uniform 4 acceptance π
23
Literature
H → Z Z
∗Median significance curves
Disfavouring Axial vs Vector
c ≡ cos Θ , s ≡ sin Θ c1 ≡ cos θ1 , s1 ≡ sin θ1
c2 ≡ sin θ2 , s2 ≡ sin θ2 m2d ≡ m21 − m22 ,
M12 ≡ M 2 − 3m21 − m22 , M22 ≡ M 2 − m21 − 3m22 , M32 ≡ M 2 − 2(m21 + m22) , M42 ≡ M 2 − (m21 + m22)
P 2g1�
M2s2s21s22 �
M24m21 cos 2(φ + ϕ) + M14m22 cos 2φ� +8m21m22m4ds2 �
(c21 + c22 + s21s22 sin ϕ2) + 2¯η2c1c2� +(1 + c2)M2�
2M14m22s21 + 2M24m21s22 − (M24m21 + M14m22)s21s22�
−8M m2dm1m2c s �
M22m1s2 �
c2s21 sin (φ + ϕ) cos ϕ + c1(c1c2 + ¯η2) sin φ�
−M12m2s1 �
c1s22 sin φ cos ϕ + c2(c1c2 + ¯η2) sin (φ + ϕ)��
+2M2M12M22m1m2s1s2�
(1 + c2)(c1c2 − η¯2) cos ϕ − s2(c1c2 + ¯η2) cos ϕ + 2φ��
dPDF[Pure 1+]
dm∗ d cos Θ dΦ d cos θ1 d cos θ2 dϕ ∝ P S(M, m1, m2 = m∗)× g1 ≡ �
c2v + c2a�2 �
gv2 + ga2�
¯
η ≡ 2 cv ca
c2v + c2a
Z → l
+l
−gv,a : qq¯ → HI
25
?
DIS-Favouring VECTOR interpretation of SCALAR signal Full
Full Full
Averaged Z-pair angles
P (x 1 , ..., x n )
P (x 1 ) = �
P dx 2 ...dx n
P (x
1, ..., x
n) → P (x
1)...P (x
n)
P (x n ) = �
P dx 1 ...dx n − 1
..
To handle multi-dimensional PDFs and their likelihoods, occasiona"y su#ested to:
27
5σ
P (x1)...P (xn)
�1.0
�0.5
0.0 0.5
1.0
�1.0
�0.50.00.51.0
4 6 8 10
�1.0 �0.5 0.0 0.5 1.0 4
5 6 7 8 9 10
1/4 1/2
3/4 cos(θ
1) = 1 0
cos(θ
2) 0 1 2 3 4 5 6
6 7 8 9
ϕ cos(θ1) = 0
1/4
1/2 3/4
1
0 +
M=200 GeV
cos(θ1) cos(θ1)
cos(θ2) ϕ
0
2
4
6
�1.0 �0.5 0.0 0.5 1.0
6 7 8 9
29
�1.0
�0.5 0.5 0.0
1.0
�1.0
�0.5 0.5 0.0
1.0
4 6 8 10
cos(θ1)
cos(θ2)
P[cos(θ
1), cos(θ
2)] P[cos(θ
1)] ∗ P[cos(θ
2)]
cos(θ1)
cos(θ2)
�0.5 �1.0 0.0
0.5 1.0
�1.0�0.5 0.0 0.5 1.0 6 8 10
Spin 0
H (k )
Z µ (p 1 ) Z ν (p 2 )
X g
µν Standard=
L − inv
Pseudoscalar
+(P + i Q)�
µναβp
α1p
β2M
Z2Derivative (Composite)
− (Y + i Z ) k
µk
νM
Z231
Some
Inteferences
XP is T-odd XQ is C-odd
XY is C,CP-even
r
Polarisation = v
c � 100%
µ +
e +
p
σ
Demonstrated maximal parity violation in a purely leptonic decay
O P ≡ �σ · p � P-odd
O
P→ − O
P{ � x → − � x }
EXP: J. Duclos, J. Heintze,V. Soergel, ADR; Phys. Lett. 9, 62 (1964)..
�O
P� � = 0 (Γ ∝ A + B O
P)
e + ↔ e + R
H => ZZ statistics will be In-Sufficient: You HAVE
O
T≡ p �
e+· p �
µ+× � p
µ−∝ sin θ
1sin θ
2sin ϕ
O
T→ −O
T{ t → − t } T-odd (& P-odd)
�O
T� � = 0
At the LHC
You HAVE NOT proven that T ( CP) is violated
Reminder ?
S → S
f i| S |
2= 1 S ≡ 1 + i T
T − T
†= i T T
†≡ i A
T
f i− T
if∗= i A
f i≡ �
Γ
T
f ΓT
iΓ∗�
Γ
|Γ��Γ| = 1
}
O T
Assume T (or CP) -inv
| T
f i|
2− | T
f˜˜i|
2= O (T
3) + O (T
4)
| T
f i|
2= | T
if|
2+ 2 Im( A T
∗) − |A|
2H W
W
W Z Z H
T T
T
∼ : { � p → − � p, �σ → − �σ }
S → S
f i| S |
2= 1 S ≡ 1 + i T
T − T
†= i T T
†≡ i A
T
f i− T
if∗= i A
f i≡ �
Γ
T
f ΓT
iΓ∗�
Γ
|Γ��Γ| = 1
}
O T
Assume T (or CP) -inv
| T
f i|
2− | T
f˜˜i|
2= O (T
3) + O (T
4)
| T
f i|
2= | T
if|
2+ 2 Im( A T
∗) − |A|
2∼ : { � p → − � p, �σ → − �σ }
� = 0 CP
2] [GeV/c mZZ
200 210 220 230 240 250 260 270 280 290 300
Events
0 10 20 30 40 50 60 70 80
2] [GeV/c mZZ
200 210 220 230 240 250 260 270 280 290 300
Events
0 10 20 30 40 50 60 70
80 Signal+Background
Background
Resonance already there !!
Do not Fourier- Transform!
c1
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1
Events
0 2 4 6 8 10 12 14 16 18
MC Truth sPlot
PDF Projection
s-Plot
MC Truth
c1
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1
Events
0 2 4 6 8 10 12 14 16 18
MC Truth sPlot
PDF Projection
cos θ SIGNAL
cos θ = cos θ
1or
cos θ
2c2
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1
Events
20 30 40 50 60 70 80 90
MC Truth sPlot
PDF Projection
cos θ BACKGROUND
38
s P lots
s W eights and
F.R. Le Diberder and M. Pivk, BABAR collab.
P. E. Condon & P. L. Cowell, Phys. Rev. D 9 (1974) 2558
STATISTICALLY OPTIMAL FOR A NARROW M(ZZ) and, WITH A BIT MORE EFFORT, FOR A WIDE ONE
s-Separates signal and background
In our case with use of Maximum-Likelihood fit to the M(ZZ) or M(ZZ*) distribution => Ns, Nb
To result in what we need:
a signal-only 5-d (or 6-d) “potato”:
The distribution of events in
all 5 angles (+ M* in H=>ZZ*).
Ideal for testing what the signal is... and is not
Neyman-Pearson test
40
Text
Keep fixed
Λ ≡ log
10[ L ( H
1)/ L ( H
0)]
H 0 = 0 + H 1 = 0 −
‘Simple’ hypotheses (no free parameters).
Test statistically optimal
All a-priori statistical information
H0 is “true”. Generate events L(H0) of events in true theory
L(H1) of events in alternative theory
Bin events in Construct P(Λ|H0)
Λ H1 is “true”. Generate events of events in true theory L(H1)
of events in alternative theory L(H0)
P(Λ|H1)
Bin events in Construct Λ
Easy to rule out Scalar, if it is Vector
Much tougher to
tell Scalar from Axial Vector
Number of Observed Events
0 20 40 60 80 100 120 140
Significance
0 1 2
3 4 5
Number of Observed Events
0 20 40 60 80 100 120 140
Significance
0 1 2
3 4 5
band 1 m
band 2 m
= 200 GeV/c2
mH
= 0+
H1
= 2+
H0
5 m
3 m
Number of Observed Events
0 20 40 60 80 100 120 140
Significance
0 2 4 6 8 10
Number of Observed Events
0 20 40 60 80 100 120 140
Significance
0 2 4 6 8 10
band 1 m
band 2 m
= 350 GeV/c2
mH
= 0+
H1
= 2+
H0
5 m
3 m
Higgs vs Kaluza-Klein (Heavy Graviton)
46
“Mixed” hypotheses
e.g.: Standard coupling + Opposite-parity coupling
cos ξ L[0
+, ZZ ] + sin ξ L[0
−, ZZ ]
Conventional likelihood approach, as in
N
SS [M (ZZ )] + N
BB [M (ZZ )]
Not ce!ifiably optimal, but "
alternatives are not significantly $fferent
WITH ONE EXCEPTION !!!
XP: CP-odd, P-even XQ: P-odd, CP-even
ξ ≡ arctan Q X
X g
µνL −
Standardinv = Spin 0
H (k )
Z µ ( p 1 )
Z ν (p 2 )
Pseudoscalar
+(P + i Q)�
µναβp
α1p
β2M
Z2XP: CP-odd, P-even XQ: P-odd, CP-even
ξ ≡ arctan Q X
X g
µνL −
Standardinv = Spin 0
H (k )
Z µ ( p 1 )
Z ν (p 2 )
Pseudoscalar
+(P + i Q)�
µναβp
α1p
β2M
Z2XZ: CP-odd, P-even XY: P-even, CP-even
ξ ≡ arctan Y X
X g
µνL −
Standardinv = Spin 0
H (k )
Z µ ( p 1 )
Z ν (p 2 )
Derivative (Composite)
− (Y + i Z ) k
µk
νM
Z2R(H) ∼ M −1 (↔ π) e.g.: observable for
some(large) values of
ξ
?
49
A few examples of ...
Dozens of questions and their answers [fair]
[careful]
Some examples of ...
NEXT-TO-LEADING
questions and their answers
e.g.: The Higgs-impostor has zero spin, but is
non-standard. What is its best description ???
51
e.g.: A “composite Higgs” of M ~ 145 GeV
Assumed value of the mixing angle
1 σ
Measured?
SHAPE ?
NNLQ (Next to Next to Leading Questions)
Once you know (to some c.l.) what you have found, you can (to some c.l.) measure its parameters
cos(ξ ) g
µν− sin(ξ ) k
µk
ν/M
Z2Two terms with the same Quantum Numbers
Feldman-Cousins belt construction
|M( )|
|M( )| 0
2 2
ξ
-1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 0.1
1 10
ξ
Very destructive interferences
Analogous angular distributions
Proved by way of example
For given
Detector performance Integrated Luminosity No extra SF
Arguably true as well for many other physics items, which... ...