ILRST 3120 - Applied Regression Methods

Spring. 4 credits.

Prerequisite: ILRST 2100 or equivalent.

P. Velleman.

Reviews matrix algebra necessary to analyze regression models. Covers multiple linear regression, analysis of variance, nonlinear regression, and linear logistic regression models. For these models, least squares and maximum likelihood estimation, hypothesis testing, model selection, and diagnostic procedures are considered. Illustrative examples are taken from the social sciences. Computer packages are used.