An approach to eliminate multicollinearity problems in regression analysis using QR decomposition of rectangular matrices by Householder reflection has been proposed. The reliability of this computational procedure has been proved. Povzetek: V regresijski analizi je narejena ocena parametrov s pomočjo dekompozicije QR.