I am estimating a simple OLS persistence model where I regress f.x on x. x is a variable that takes on the values [0,1]. I estimate this model for each decile of x separately. Somehow, I get negative beta estimates in Stata (although insignificant). If my intuition is correct, the beta estimate must be larger or equal than 0. Is this a statistical or a Stata issue? (see code below)
Code:
gen dum=1 in 1 forval x=1/10{ local i=(`x'/100)*10 local j=`i'-0.1 replace dum=`x' if x>=`j' & x<`i' reg f.x x if dum==`x' }
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