In practice historical beta is the most used approach for calculating beta.
Some one can use i.e. the last 6 month daily returns of stock i and market m to calculcate this.
Nevertheless I am wondering which horizon this estimate wants to forecast?
Following the example above: The next 6 month?
So is it always: Used time horizon length = Forecasted time horizon?