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Filtering by: Creator Lidstrom, M. E. Committee Member Warren, Charles

A Monte Carlo analysis of principal components and ridge regression with application to a fisheries evaluation model

Creator:

Sass, M. E. (Mary Ellen)

Abstract:

Essential to the testing of propositions in economic theory is the estimation of the parameters involved in relationships among economic variables. Probably the most widely used method of estimation is ordinary least squares (OLS). However, severe multicollinearity or near linear dependence of the explanatory variables can cause the OLS estimates...

Resource Type:

Masters Thesis

Full Text:

2 2/X) 2m.c + c]= 1 1 1 11 1 1=1 2 2 since Ea. = a. + /X. and E(&.a.) 2 = a.11 11 1 = [m(c2/A1