University Of Limerick

Advanced Data Analysis


Iowa State Course Substitution

Statistical Methods for Research Workers

STAT 401

Course Info

International Credits: 6.0
Converted Credits: 3.5
Country: Ireland
Language: English
Course Description:

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.