Generalized Linear Model (GLM) Hypothesis Testing - Testing Specific Hypotheses

Whole model tests and tests based on sums of squares attributable to specific effects illustrate two general types of hypotheses that can be tested using the general linear model. Still, there may be other types of hypotheses the researcher wants to test that do not fall into either of these categories. For example, hypotheses about subsets of effects may be of interest, or hypotheses involving comparisons of specific levels of categorical predictor variables may be of interest.

Whole Model Tests

Six Types of Sums of Squares

Error Terms for Tests

Testing Specific Hypotheses

Testing Hypotheses for Repeated Measures and Dependent Variables