Spatially referenced binary data are common in epidemiology and public health. Owing to its elegant log-odds interpretation of the regression coefficients, a natural model for these data is logistic ...

A derivation of a logistic choice model suggests the importance of omitted variables, which may be tackled using either conditional or marginal likelihood methods. The two approaches seem to give ...