The second edition has been updated and revised, with more emphasis on logic and logistic response properties and on the small-sample behavior of chi-square statistics. It includes 40 to 50 new problems with most having separate data sheets. A solutions manual is available to qualified instructors. In addition, some minor revisions in early chapters have been added to clarify such terms as order categories and collapsing.