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Arbitrage pricing theory

Arbitrage pricing theory (APT) holds that the expected return of a financial asset can be modelled as a linear function of various macro-economic factors, where sensitivity to changes in each factor is represented by a factor specific beta coefficient. The model derived rate of return will then be used to price the asset correctly - the asset price should equal the expected end of period price discounted at the rate implied by model. If the price diverges, arbitrage should bring it back into line.

The APT model

If APT holds, then a risky asset can be described as satisfying the following relation:

E\left(r_j\right) = r_f + b_F_1 + b_F_2 + ... + b_F_n + \epsilon_j
where
  • E(r_j) is the risky asset's expected return,
  • r_f is the risk free rate,
  • F_k is the macroeconomic factor,
  • b_ is the sensitivity of the asset to factor k,
  • and \epsilon_j is the risky asset's idiosyncratic random shock with mean zero.

That is, the uncertain return of an asset j is a linear relationship among n factors. Additionally, every factor is also considered to be a random variable with mean zero.

Note that there are some assumptions and requirements that have to be fulfilled for the latter to be correct: There must be perfect competition in the market, and the total number of assets may never surpass the total number of factors (in order to avoid the problem of matrix singularity), respectively.

Arbitrage and the APT

Arbitrage is the practice of taking advantage of a state of imbalance between two (or possibly more) markets and thereby making a risk free profit; see Rational pricing.

Arbitrage in expectations

The APT describes the mechanism whereby arbitrage by investors will bring an asset which is mispriced, according to the APT model, back into line with its expected price. Note that under true arbitrage, the investor locks-in a guaranteed payoff, wheras under APT arbitrage as described below, the investor locks-in a positive expected payoff. The APT thus assumes "arbitrage in expectations" - i.e that arbitrage by investors will bring asset prices back into line with the returns expected by the model.

Arbitrage mechanics

In the APT context, arbitrage consists of trading in two assets - one which is mispriced and one which is correctly priced. The arbitrageur sells the asset which is too expensive and uses the proceeds to buy one which is correctly priced (or sells a correctly priced asset and uses the proceeds to buy the asset which is too cheap).

Under the APT, an asset is mispriced if its current price diverges from the price predicted by the model. The asset price today, should equal the sum of all future cash flows discounted at the APT rate, where the expected return of the asset is a linear function of various macro-economic factors, and sensitivity to changes in each factor is represented by a factor specific beta coefficient.

The correctly priced asset here, is, in fact, a synthetic asset - a portfolio consisting of other correctly priced assets. This portfolio has the same exposure to each of the macroeconomic factors as the mispriced asset. The arbitrageur creates the portfolio by identifying x correctly priced assets (one per factor plus one) and then weighting the assets such that portfolio beta per factor is the same as for the mispriced asset.

When the investor is long the asset and short the portfolio (or vice versa) he has created a position which has a positive expected return (the difference between asset return and portfolio return) and which has a net-zero exposure to any macroeconomic factor and is therefore risk free. The arbitrageur is thus in a position to make a risk free profit:

  • Where today's price is too low:
The implication is that at the end of the period the portfolio would have appreciated at the rate implied by the APT, whereas the mispriced asset would have appreciated at more than this rate.
The arbitrageur could therefore: 1) short sell the portfolio today 2) buy the mispriced-asset with the proceeds. At the end of the period she would 3) sell the mispriced asset 4) use the proceeds to buy back the portfolio and 5) pocket the difference.
  • Where today's price is too high:
The implication is that at the end of the period the portfolio would have appreciated at the rate implied by the APT, whereas the mispriced asset would have appreciated at less than this rate.
The arbitrageur could therefore 1) short sell the mispriced-asset today 2) buy the portfolio with the proceeds. At the end of the period he would 3) sell the portfolio 4) use the proceeds to buy back the mispriced-asset and 5) pocket the difference.

Relationship with the Capital asset pricing model

The APT along with the Capital asset pricing model (CAPM) is one of two influential theories on asset pricing. The APT differs from the CAPM in that it is less restrictive in its assumptions. It allows for an explanatory (as opposed to statistical) model of asset returns. It assumes that each investor will hold a unique portfolio with its own particular array of betas, as opposed to the identical "market portfolio". In some ways, the CAPM can be considered a "special case" of the APT in that the Securities market line represents a single-factor model of the asset price, where Beta is exposure to changes in value of the Market.

Using the APT

Chen, Roll and Ross identified the macro-economic factors that best explained security returns: surprises in inflation; surprises in GNP; surprises in investor confidence; surprise shifts in the yield curve. As with the CAPM, the Betas are found via a regression of historical security returns on the factor.

See also

References

  • Chen, N.F, and Ingersoll, E., Exact pricing in linear factor models with finitely many assets: A note, Journal of Finance June 1983
  • Roll, Richard and Stephen Ross, An empirical investigation of the arbitrage pricing theory, Journal of Finance, Dec 1980,
  • Ross, Stephen, The arbitrage theory of capital pricing, Journal of Economic Theory, v13, 1976

External links

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