First, generate the weighted y and x by typing the followings into the command line:

"genr ystar = y / sdp"
"genr xstar = x / sdp"

For the weighted least-square, just regress ystar on xstar by using the
"Estimate Equation" from the "Quick" option, type "ystar c xstar" into the
dialog box.  And here are the results:

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