Reversing an OLS model

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broncus2k
Posts: 7
Joined: Fri Sep 06, 2013 8:42 am

Reversing an OLS model

Postby broncus2k » Wed Nov 06, 2013 12:48 am

Hi,

from what I am aware of,

if

Y = b0 + b1*X + e

then

b1 = COV(X,Y)/VAR(X)


Also,

if

X = c0 + c1*Y + e

then

c1 = COV(X,Y)/VAR(Y)


In this case, if we know b1, VAR(X) and VAR(Y),

can I estimate c1 using

c1 = b1*VAR(X)/VAR(Y)

and without estimating Y=c0 + c1*X + e explicitly?


Are there any errors to my logic?


Many thanks in advance :)

trubador
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Posts: 1520
Joined: Thu Nov 20, 2008 12:04 pm

Re: Reversing an OLS model

Postby trubador » Wed Nov 06, 2013 3:48 am

That is correct.


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