University Of Limerick

Advanced Data Analysis

MS 4215

Iowa State Course Substitution

Statistical Methods for Research Workers

STAT 401

Course Info
International Credits:
6.0
Converted Credits:
3.5
Semester:
spring
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.

Review

Evaluation Date:
December 1, 2016
Evaluated:
Amy Froelich
Comments:
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.