Refer to Table 6.17. The two-way table relating responses for the environment (as rows) and cities (as columns) has cell counts, by row, (108, 179, 157/21, 55,49/5,6, 24).

a. Fit the symmetry and quasi-symmetry models. Interpret.

b. Test marginal homogeneity, and interpret.

c. Conduct an analysis that utilizes the ordinality, and interpret.

d. Fit the quasi-independence model, and interpret.

e. Compare the margins using a proportional odds model.

f. Use kappa to describe agreement between responses.