The subject of missing values in databases and how to handle them has received very little attention in the statistics and data mining literature1, 2, 3 and even less, if any at all, in the marketing literature. The usual attitude of practitioners is ‘we’ll just have to ignore records with missing values’. On the other hand, a few very adva...