Recursive Estimation of a Subset of Regression Coefficients

Abstract

Equations are derived for updating estimates of a subset of the regression coefficients in a linear model when more data become available. It is assumed that estimates of the remaining coefficients in the model are of no interest. A simple, but non-trivial special case is the centering of the regression equation by removing an unknown constant.