Question

what is the purpose of dummy variables

Answer 1

dummy variable takes the value 0 or 1 to indicate the absence or presence of some categorical effect that may be expected to shift the outcome.

Dummy variables are used frequently in time series analysis with regime switching, seasonal analysis and qualitative data applications.