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The use of biased estimation techniques is inevitable in connection with multicollinearity in simultaneous equations model. Two stage ridge estimator is a pioneer biased estimator which is used to recover the problems that are originated from the multicollinearity. The noteworthy issue regarding two stage ridge estimator is selection of its biasing parameter. Based on the works in the literature related to ridge estimator in a linear regression model, several methods on selection of the biasingdoi:10.16984/saufenbilder.422168 fatcat:2jicp7xn6jfa7lcohlgiwag4ma