marchioness: the wife or widow of a marquis
wife: a married woman; a man's partner in marriage
factor analysis: any of several methods for reducing correlational data to a smaller number of dimensions or factors; beginning with a correlation matrix a small number of components or factors are extracted that are regarded as the basic variables that account for the interrelations observed in the data