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The one-period model
State prices and arbitrage
Arbitrage Pricing with Multiple StatesPricing derivatives
Henrik Olejasz Larsen
University of Copenhagen, 2012
Henrik Olejasz Larsen Arbitrage Pricing
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The one-period model
State prices and arbitrage
Outline
1 The one-period model
States of the world
SecuritiesPortfolios
Arbitrage
2 State prices and arbitrage
The fundamental theorem of arbitrage pricingAn example
Henrik Olejasz Larsen Arbitrage Pricing
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The one-period model
State prices and arbitrage
States of the world
Securities
Portfolios
Arbitrage
Outline
1 The one-period model
States of the world
SecuritiesPortfolios
Arbitrage
2 State prices and arbitrage
The fundamental theorem of arbitrage pricingAn example
Henrik Olejasz Larsen Arbitrage Pricing
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The one-period model
State prices and arbitrage
States of the world
Securities
Portfolios
Arbitrage
A two period economy, t= 0, 1
Att= 1the true state of the economy is revealed as one ofa finite set ofSpossible states ={1, . . . , S}
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The one-period model
State prices and arbitrage
States of the world
Securities
Portfolios
Arbitrage
Outline
1 The one-period model
States of the world
SecuritiesPortfolios
Arbitrage
2 State prices and arbitrage
The fundamental theorem of arbitrage pricingAn example
Henrik Olejasz Larsen Arbitrage Pricing
S f h ld
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The one-period model
State prices and arbitrage
States of the world
Securities
Portfolios
Arbitrage
Nsecurities traded at t= 0
Securities characterized by their pay off or dividend at t= 1dependent on the revealed state of the economy
D=
d11 . . . d1S...
. . . ...
dN1 . . . dNS
The securities can be traded att= 0at pricesq RN
Henrik Olejasz Larsen Arbitrage Pricing
St t f th ld
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The one-period model
State prices and arbitrage
States of the world
Securities
Portfolios
Arbitrage
Outline
1 The one-period model
States of the world
SecuritiesPortfolios
Arbitrage
2 State prices and arbitrage
The fundamental theorem of arbitrage pricingAn example
Henrik Olejasz Larsen Arbitrage Pricing
States of the world
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The one-period model
State prices and arbitrage
States of the world
Securities
Portfolios
Arbitrage
"There is no ignorance, there is knowledge"
A portfolio of the Nsecurities is represented by RN
A positive element in is called alongposition in the
relevant security, a negative is called ashortposition
The portfoliohas the price qatt= 0
and the dividend at t= 1ofD RS
Investors may disagree on the probabilities of the states in
, but we assume that all on agree on Dand that everystate is possible
Henrik Olejasz Larsen Arbitrage Pricing
States of the world
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The one-period model
State prices and arbitrage
States of the world
Securities
Portfolios
Arbitrage
Outline
1 The one-period model
States of the world
SecuritiesPortfolios
Arbitrage
2 State prices and arbitrage
The fundamental theorem of arbitrage pricingAn example
Henrik Olejasz Larsen Arbitrage Pricing
States of the world
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The one-period model
State prices and arbitrage
States of the world
Securities
Portfolios
Arbitrage
Definition (Arbitrage opportunity)
An arbitrage opportunity (or just an arbitrage) is a portfolio
RN such that
q
0andD
> 0orq < 0andD 0
Remark
The definition is equivalent to defining an arbitrage
opportunity as a portfolio RN with paymentsm= (q,D) R RS that hasm> 0
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8/13/2019 121 Arbitrage Equilibrium
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
Outline
1 The one-period model
States of the world
SecuritiesPortfolios
Arbitrage
2 State prices and arbitrage
The fundamental theorem of arbitrage pricingAn example
Henrik Olejasz Larsen Arbitrage Pricing
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
Definition (State prices)
A state price vector is a strictly positive vector RS such thatq
=D
Theorem (Fundamental theorem of arbitrage pricing)
The pair(q,D)is arbitrage free if and only if there is a stateprice vector
Henrik Olejasz Larsen Arbitrage Pricing
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
Lemma (Separating Hyperplane Theorem)
Suppose two convex setsA,B RN are disjoint. Then there is alinear functionalFonRN and a valuec R such thatF(x)c
for allx AandF(x)cfor allx B
Proof.
See ?, Theorem M.G.2.
Alinear functionalis just a linear map on a vector space to thescalars (here a dot product with a constant vector)
Henrik Olejasz Larsen Arbitrage Pricing
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
For general illustration - this is not our K or M!
K
M
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
Proof (if)
If we have strictly positive state prices then non arbitrage
follows directly
Henrik Olejasz Larsen Arbitrage Pricing
Th i d d l Th f d l h f bi i i
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
Proof (only if)
LetL, K,Mbe as in the remark above.
By the lemma since K is convex there is a hyperplane U in
L such thatMUandU K= 0
The hyperplane separates such that there is a linearfunctionalF: L R with kernelN(F) = Usuch thatF(x)> 0x K\ {0}.
Write an element(v, c) Lwithv R andc RS asv(1, 0) +Sj=1cj(0, ej)where(1, 0), (0, e1), . . . , (0, eS)is thecanonical basis ofL. Let=F(1, 0)and=
F(0, e1), . . . , F(0, eS)
. Since the basis vectors are all
inK, they are strictly positive.
NowF(v, c) =vF(1, 0) +cF(0, e) =v +c
Henrik Olejasz Larsen Arbitrage Pricing
Th i d d l Th f d t l th f bit i i
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
SinceMis in the kernel of F v +c= 0for(v, c)M.Thusq= D. Simplify by dividing by and getq=D, where =/.
To interpret the, note that by taking a portfolioi = (0, . . . , 1, . . . , 0) with just one security iwe getqi =
Ss diss
Thus are state prices as in the theorem.
Henrik Olejasz Larsen Arbitrage Pricing
The one period model The fundamental theorem of arbitrage pricing
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
With no bid-ask spread the situation looks like
K
M
(1,)
Henrik Olejasz Larsen Arbitrage Pricing
The one period model The fundamental theorem of arbitrage pricing
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
With a bid-ask spread the state prices are not uniquely given
M
(1,)
Henrik Olejasz Larsen Arbitrage Pricing
The one-period model The fundamental theorem of arbitrage pricing
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The one-period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
Outline
1 The one-period model
States of the world
Securities
Portfolios
Arbitrage
2 State prices and arbitrage
The fundamental theorem of arbitrage pricingAn example
Henrik Olejasz Larsen Arbitrage Pricing
The one-period model The fundamental theorem of arbitrage pricing
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The one period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
Back to the Binomial
LetS= 2and N= 3
Let securities be such that such thatq= (1, S0,f0) and
D=
er
Su fuer Sd fd
With arbitrage free prices there exists state prices(1, 2)such that
q= D
12
Henrik Olejasz Larsen Arbitrage Pricing
The one-period model The fundamental theorem of arbitrage pricing
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The one period model
State prices and arbitrage
The fundamental theorem of arbitrage pricing
An example
Back to the Binomial 2
Suppose thatf0 is unknown
IfSu=Sdthe matrix
D12=
er
Suer Sd
is invertible
We find
f0=
fufd
D1
12
1
S0
Henrik Olejasz Larsen Arbitrage Pricing
The one-period model The fundamental theorem of arbitrage pricing
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p
State prices and arbitrage
g p g
An example
Outline
1 The one-period model
States of the world
Securities
Portfolios
Arbitrage
2 State prices and arbitrage
The fundamental theorem of arbitrage pricingAn example
Henrik Olejasz Larsen Arbitrage Pricing
The one-period model The fundamental theorem of arbitrage pricing
http://find/8/13/2019 121 Arbitrage Equilibrium
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p
State prices and arbitrage
g p g
An example
Definition (Redundant securities)
A security that has payoffs that can be replicated by a portfolio
of other securities (called a replicating portfolio) are said to be
redundant.
Remark (Pricing of redundant securities)
In an arbitrage equilibrium a redundant security must have the
same price as the replicating portfolio
Henrik Olejasz Larsen Arbitrage Pricing
The one-period model The fundamental theorem of arbitrage pricing
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State prices and arbitrage An example
Definition (Complete markets)
If payoff that can be achieved by portfolios
x RS| RN
has the full dimension Sthe security markets are complete
Henrik Olejasz Larsen Arbitrage Pricing
The one-period model The fundamental theorem of arbitrage pricing
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State prices and arbitrage An example
Arrow-securities
Definition (Arrow-securities)
A security that has a pay-off of 1in a state jis called thej-Arrow security
Remark (State prices as prices of Arrow securities)
Suppose we have an arbitrage equilibrium where are stateprices. Then a price of aj-Arrow security ofj will be arbitrage
free (i.e. if we add this security to the set of securities and giveit this price we will still have an arbitrage equilibrium)
Henrik Olejasz Larsen Arbitrage Pricing
The one-period model
S i d bi
The fundamental theorem of arbitrage pricing
A l
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State prices and arbitrage An example
Note that arbitrage free prices are necessary for a solution
to the investors portfolio optimization problem, thus for ageneral equilibrium
Henrik Olejasz Larsen Arbitrage Pricing
Appendix
R f
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References
Bibliography
Andreu Mas-Colell, Michael D. Whinston, and Jerry R. Green.
Microeconomic Theory. Oxford University Press, 1995.
Henrik Olejasz Larsen Arbitrage Pricing
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