An alternative algorithm to the PLS B problem

The PLS B algorithm is used as a tool to investigate the relationships among several data sets. The first step of this algorithm entails an iterative procedure the convergence of which is not proved. In this paper, an alternative procedure is discussed. It achieves the same purpose and its convergence is proven.