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121 Arbitrage Equilibrium

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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

    http://find/
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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

    http://find/
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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

    http://find/
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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}

    Henrik Olejasz Larsen Arbitrage Pricing

    http://find/
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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

    http://find/
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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

    http://find/
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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

    http://find/
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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

    http://find/
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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

    http://find/http://goback/
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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

    Henrik Olejasz Larsen Arbitrage Pricing

    http://find/http://goback/
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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

    http://find/
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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

    http://find/
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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

    http://find/
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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

    Henrik Olejasz Larsen Arbitrage Pricing

    http://find/
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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

    http://find/
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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

    http://find/
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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

    http://find/http://goback/
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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

    http://find/
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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

    http://find/
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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

    http://find/
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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

    http://find/
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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

    http://find/
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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/
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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

    http://find/http://goback/
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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

    http://find/http://goback/
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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

    http://find/
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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

    http://find/
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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

    http://goforward/http://find/http://goback/

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