Partial-least squares regression (PLS) is a statistical tool specifically designed to cope with problems like small datasets, missing values and the presence of multicollinearity . The paper proceeds first with a concise review of the PLS method.

The research focuses on the export expansion process of small and middle-sized manufacturing firms and some of its correlates: diversification and geographical market distribution, means of acquiring information and modes of international distribution. The study reveals the overwhelming...