Weighted least squares

Heteroscedastic errors: divide by $x_i$ to get $Y_i/x_i=\beta +{\epsilon }_i/x_i$ with constant variance ${\sigma }^2$; the BLUE is the plain mean of $Y_i/x_i($weighted least squares with weights $1/x_i^2)$.