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Arbitrage
PricingTheory
andMultifactor
Modelsof
Risk
and
ReturnCHAPTER
10Single
Factor
ModelReturns
on
a
security
come
from
two
sourcesCommon
macro-economic
factorFirm
specific
eventsPossible
common
macro-economic
factorsGross
Domestic
Product
GrowthInterest
RatesSingle
Factor
Model
Equationri
=Return
for
security
I=
Factor
sensitivity
or
factor
loading
or
factobetaF
=
Surprise
in
macro-economic
factor(F
could
be
positive,
negative
or
zero)ei
=
Firm
specific
eventsMultifactor
Models
Use
more
than
one
factor
in
addition
tomarket
returnExamples
include
gross
domestic
product,expected
inflation,
interest
rates
etc.Estimate
a
beta
or
factor
loading
for
eachfactor
using
multiple
regression.MultifactorModelEquationri
=
E(ri)
+
GDP
GDP
+
IR
IR
+
eiri
=
Return
for
security
iGDP=
Factor
sensitivity
for
GDPIR
=
Factor
sensitivity
for
Interest
Rateei
=
Firm
specific
eventsMultifactor
SML
ModelsE(r)
=
rf
+GDPRPGDP
+
IRRPIRGDP
=
Factor
sensitivity
for
GDPRPGDP
=
Risk
premium
for
GDPIR
=
Factor
sensitivity
for
Interest
RateRPIR
=
Risk
premium
for
Interest
RateArbitrage
Pricing
TheoryArbitrage
-
arises
if
an
investor
can
construct
azero
investment
portfolio
with
a
sure
profit
Since
no
investment
is
required,
an
investorcan
create
large
positions
to
secure
largelevels
of
profit
In
efficient
markets,
profitable
arbitrageopportunities
will
quickly
disappearAPT
&
Well-Diversified
PortfoliosrP
=
E
(rP)
+
bPF
+
ePF
=
some
factorFor
a
well-diversified
portfolio:eP
approaches
zeroSimilar
to
CAPM,Figure
10.1
Returns
as
a
Function
of
theSystematic
FactorFigure
10.2
Returns
as
a
Function
of
theSystematic
Factor:
An
ArbitrageOpportunityFigure
10.3
An
Arbitrage
OpportunityFigure
10.4
The
Security
Market
Line
APT
applies
to
well
diversified
portfolios
andnot
necessarily
to
individual
stocks
With
APT
it
is
possible
for
some
individualstocks
to
be
mispriced
-
not
lie
on
the
SML
APT
is
more
general
in
that
it
gets
to
anexpected
return
and
beta
relationship
withoutthe
assumption
of
the
market
portfolioAPT
can
be
extended
to
multifactor
modelsAPT
and
CAPM
ComparedMultifactor
APTUse
of
more
than
a
single
factorRequires
formation
of
factor
portfoliosWhat
factors?Factors
that
are
important
to
performanceof
the
general
economyFama-French
Three
Factor
ModelTwo-Factor
Model
The
multifactor
APR
is
similar
to
the
one-factor
caseBut
need
to
think
in
terms
of
a
factor
portfoliWell-diversifiedBeta
of
1
for
one
factorBeta
of
0
for
any
otherExample
of
the
Multifactor
ApproachWork
of
Chen,
Roll,
and
Ross–
Chose
a
set
of
factors
based
on
the
abilityof
the
factors
to
paint
a
broad
picture
of
themacro-economyFama-French
Three-Factor
Model The
factors
chosen
are
variables
that
onpast
evidence
seem
to
predict
averagereturns
well
and
may
capture
the
riskpremiumsWhere:
SMB
=
Small
Minus
Big,
i.e.,
the
return
of
a
portfolio
of
small
stocks
iexcess
of
the
return
on
a
portfolio
of
large
stocks
HML
=
High
Minus
Low,
i.e.,
the
return
of
a
portfolio
of
stocks
with
ahigh
book
to-market
ratio
in
excess
of
the
return
on
a
portfolio
of
stocwith
a
low
book-to-market
ratioThe
Multifactor
CAPM
and
the
APM
A
multi-index
CAPM
will
inherit
its
ri
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