The technical way of saying this would be to state that certain interactions were zero, or that behaviour could be accounted for by fewer parameters. ... It may be useful to explain two expressions which occur thematically throughout the whole of multivariate contingency analysis. ... If such a model gives an inadequate fit we involve some or all of the terms typified by XAg- These are known as first-orderanbsp;...