I'm solving an exercise while studying for exam, I have been asked to find the estimator of simple linear model without intercept estimator, its expected value and variance.
I got for the Estimator B1 = Sum(xi.yi)/sum(xi)2
Which I think is correct.
For Expected value I think E(B1)= E(Sum(xi.yi)/sum(xi)2)=B1
Because numerator is constant and denominator is definitely constant, no?
Estimator's Variance I got:
1/(sum(xi)2)2 * var(Sum(xi.yi)) which is constant so, Sum(xi.yi)/(sum(xi)2)2
If this isn't right then for yi should I substitute for the model I got with the estimator and see what i get?