## What is the 'Arbitrage Pricing Theory - APT'

Arbitrage pricing theory (APT) is a multi-factor asset pricing model based on the idea that an asset's returns can be predicted using the linear relationship between the asset’s expected return and a number of macroeconomic variables that capture systematic risk. It is a useful tool for analyzing portfolios from a value investing perspective, in order to identify securities that may be temporarily mispriced.

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## BREAKING DOWN 'Arbitrage Pricing Theory - APT'

The arbitrage pricing theory was developed by the economist Stephen Ross in 1976, as an alternative to the capital asset pricing model (CAPM). Unlike the CAPM, which assume markets are perfectly efficient, APT assumes markets sometimes misprice securities, before the market eventually corrects and securities move back to fair value. Using APT, arbitrageurs hope to take advantage of any deviations from fair market value. However, this is not a risk-free operation in the classic sense of arbitrage, because investors are assuming that the model is correct and making directional trades – rather than locking in risk-free profits.

## Mathematical Model of the APT

While APT is more flexible than the CAPM, it is more complex. The CAPM only takes into account one factor — market risk — while the APT formula has multiple factors. And it takes a considerable amount of research to determine how sensitive a security is to various macroeconomic risks. Which factors, and how many of them are used, are subjective choices – which means investors will have varying results depending on their choice. However, four or five factors will usually explain most of a security's return. (For more on the differences between the CAPM and APT, read CAPM vs. Arbitrage Pricing Theory: How They Differ)

APT factors are the systematic risk that cannot be reduced by the diversification of an investment portfolio. The macroeconomic factors that have proven most reliable as price predictors include unexpected changes in inflation, gross national product (GNP), corporate bond spreads and shifts in the yield curve. Other commonly used factors are gross domestic product (GDP), commodities prices, market indices and exchange rates.

The Arbitrage Pricing Theory Model:

Where:

E(rj) – Expected return on asset

rf – Risk-free rate

ßn – Sensitivity of the asset price to macroeconomic factor n

RPn – Risk premium associated with factor n

The beta coefficients in the APT model are estimated by using linear regression. In general, historical securities returns are regressed on the factor to estimate its beta.

For example, the following four factors have been identified as explaining a stock's return, and its sensitivity to each factor and the risk premium associated with each factor have been calculated:

Gross domestic product growth: ß = 0.6, RP = 4%

Inflation rate: ß = 0.8, RP = 2%

Gold prices: ß = -0.7, RP = 5%

Standard and Poor's 500 index return: ß = 1.3, RP = 9%

The risk-free rate is 3%.

Using the APT formula, the expected return is calculated as:

Expected return = 3% + (0.6 x 4%) + (0.8 x 2%) + (-0.7 x 5%) + (1.3 x 9%) = 15.2%

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