Printed in Great Britain Singularities in the analysis of binomial data

Transformed additive models accounting for the factors influencing a binomial probability sometimes give rise to infinite maximum likelihood estimates. Necessary and sufficient conditions for a given pattern of singular estimates to be produced are proved in terms of the scalability of the array of relative frequency data