Optimal Gaussian approximations to the posterior for log-linear models with Diaconis-Ylvisaker priors

James E. Johndrow, Anirban Bhattacharya

In contingency table analysis, sparse data is frequently encountered for even modest numbers of variables, resulting in non-existence of maximum likelihood estimates. A common solu…