University Of Limerick
Advanced Data Analysis
Iowa State Course Substitution
Statistical Methods for Research Workers
Simple Linear Regression : calibration, reverse prediction, regression through the origin, analysis of residuals, regression diagnostics, leverage and influence. Matrix formulation of the linear model : Multiple regression, partial correlation, polynomial regression. Analysis of Variance : One-way ANOVA, multiple comparisons, Two-way ANOVA, interactions, Analysis of covariance. Introduction to Generalized Linear Models including nonlinear regression, logistic regression and log-linear models.
- Evaluation Date:
- December 1, 2016
- Amy Froelich
Course includes enough overlap with Stat 401 to use as a substitution. Student should have knowledge equal to the prerequisites listed in the University of Limerick's course description before attempting course.