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University of California-Davis Course Info

Davis, California

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Course Info

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STA 138

Analysis of Categorical Data

Varieties of categorical data, cross-classifications, contingency tables, tests for independence. Multidimensional tables and log-linear models, maximum likelihood estimation; tests of goodness-of-fit. Logit models, linear logistic models. Analysis of incomplete tables. Packaged computer programs, analysis of real data.

Units: 4.0

Hours: Lecture—3 hour(s); Discussion—1 hour(s).

Prerequisites:
STA 108 - Applied Statistical Methods: Regression Analysis
and
STA 106 - Applied Statistical Methods: Analysis of Variance
or
STA 131B - Introduction to Mathematical Statistics
or
STA 130B - Mathematical Statistics: Brief Course