Recursive relations of the criterion functions for the recursive least squares algorithms

This paper derives the recursive formulas of the computation of the criterion functions for the well-known weighted recursive least squares algorithm and the finite-data-window recursive least squares algorithm for linear regressive models. The analysis indicates that the proposed recursive computation formulas can be extended to the least squares estimation algorithms for pseudo-linear regression models, e.g., the equation error systems.