Parameter Estimates

The omnibus test and tests of model effects (not shown) indicate that the model outperforms the null model and that each of the main effects terms contribute to the model. The parameter estimates table shows the same values obtained by McCullagh and Nelder for the factor levels and the scale parameter (note that the cell properties have been altered to show six decimal places). See the estimated marginal means for interpretations of relationships between factor levels.