DOLS/FMOLS/CCR estimation of the LR relationship

Questions and discussions on Time Series Analysis
bobreednz
Posts: 6
Joined: Sat Jul 13, 2013 12:22 pm

DOLS/FMOLS/CCR estimation of the LR relationship

Unread post by bobreednz »

BACKGROUND: Given two variables y and x, for which one suspects there is a LR relationship such that y = beta*x, the specification for the ARDL bounds test looks like this (ignoring deterministic regressors and lagged differenced regressors):

D.yt = b1*yt-1 + b2*xt-1 + b3*D.xt + et .

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QUESTION: If I have a combination of I(0) and I(1) variables, and I conclude that a LR relationship exists using the Pesaran, Shin and Smith (2001) ARDL bounds test, can I then estimate, and do hypothesis testing, on the LR relationship using DOLS, FMOLS, and/or CCR? Or can I only use the DOLS, FMOLS, and CCR procedures if all the variables are I(1)?
TomDoan
Posts: 7814
Joined: Wed Nov 01, 2006 4:36 pm

Re: DOLS/FMOLS/CCR estimation of the LR relationship

Unread post by TomDoan »

I believe that is correct. Certainly in the case of DOLS, it relies heavily on the fact that the differences are asympotically uncorrelated with the levels which won't happen if the levels are stationary.
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