Dummy variable
An independent variable coded 1 or 0 to represent a category, such as a quarter or a crisis period. With n categories use n − 1 of them, or together they duplicate the intercept.
Where you will meet it
Dummy variable appears in 2 learning outcomes on the CFA syllabus. A few of them:
- Explain how factor models can shed light on the risk exposures of hedge funds
“Because many strategies behave differently in stressed markets, a conditional model estimates separate exposures for normal and crisis periods, often by adding a dummy variable for stress months, so that in each regime the expected return is R = alpha + sum of (beta × factor return), using that regime's betas.”
- Build a multiple regression containing qualitative explanatory variables and explain what its output means
“A qualitative factor enters a regression through dummy variables coded 0 or 1.”
See also
Practise it
Practise dummy variable until it is automatic: questions that explain every wrong option.
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