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GENERALIZED INVERSES USED IN RECURSIVE ESTIMATION OF THE GENERAL LINEAR MODEL1
Authors:C. A. McGilchrist  R. L. Sandland  J. L. Hennessy
Abstract:
Recursive methods in regression have proved useful in providing diagnostic tools for checking the model as well as checking the stability of the model over time. Such methods are now extended to deal with the problems of singularity that arise when one variable is completely confounded with previously fitted variables up to a particular time point. The problem is solved by setting it in the framework of the general linear model with dependent errors.
Keywords:Recursive regression  g-inverse  Singularity  General linear model
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