**Example 1**: Determine which of the log-linear models is the best fit for the data in Example 2 of Independence Testing.

Figure 1 summarizes the main findings from the various analyses we have conducted (as described in Saturated, Independence and Other Models for two-way contingency tables).

**Figure 1 – Summary of the fit of all the models for Example 1**

From Figure 1 we see that the only model that offers a significant fit to the data is the saturated model.