Econ Grapher

Beta

What is Beta?
A stock's beta describes how the stock has historically tracked against the relevant index. A stock with a high beta will earn higher returns in a bull market and higher losses in a bear market, while a lower beta stock will earn lower returns in a bull market and lower losses in a bear market. Thus beta can also be referred to as market risk, and stocks are often gauged on their riskiness by using the Beta coefficient. The beta coefficient can be derived from a linear regression of historical stock returns against an appropriate market index. The beta concept also applies to investment portfolios, and the portfolio beta can be derived by taking the weighted average of the betas of all the stocks in the portfolio

How does it relate to Markets?
The beta of a stock or investment is a critical concept in understanding the risk and reward trade-off. It is also highly important in constructing portfolios and executing investment strategies. For example the beta of a portfolio can be manipulate via the use of short selling, including stocks with differing betas, or through derivatives e.g. options and futures. For example a portfolio that has a beta of 1 could be hedged out to 0 through the selling of stock futures (selling a stock futures contract results in a negative beta because the payoff from the futures contract will be inverse to a long cash position in the stock or portfolio of stocks). The beta is also a key input into the CAPM, which is used to generate the expected return, and assess alpha.

Calculation
The beta coefficient can be calculated by running regressions on stock returns and index returns. For example you may take daily returns of a stock like Citigroup, or Bank of America, or Goldman Sachs, and regress those returns against the daily returns of the S&P 500, using an OLS regression.

Sources and further reading:

Investopedia - Calculating Beta: Portfolio Math for the Average Investor
Wikinvest - Beta

Index Universe - Asset Class Correlations: A Different Take

Scholes, M, & Williams, J. (1977) Estimating betas from nonsynchronous data. Journal of Financial Economics, vol5, issue 3

Graph Library:
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Original Source: http://www.econgrapher.com/encyclopedia-beta.html

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