Applied Statistics (STAT3002)
Course level
Undergraduate
Units
2
Duration
One Semester
Class hours
2 Lecture hours
2 Practical or Laboratory hours
Incompatible
GN230 or MS304 or 305 or 371
Prerequisite
(MATH2000 or MP204 or 274 or MT250) + (MS212 or 252 or STAT2004)
Assessment methods
Examination, assignments, project
Course enquiries
Study Abroad
This course is pre-approved for Study Abroad and Exchange students.
This course is not currently offered, please contact the school or faculty of your program.
Course description
Regression models. Transformations, diagnostics, residual analysis. Anova. Influence, leverage, outliers. Serial correlation & heteroscedascity. Model selection. Nonlinear & nonparametric regression. Box-Cox transformations. Modern graphics. Generalised linear models, logistic & Poisson regression. Ordinal regression. Overdispersion. Quasi-liklihood. Exploratory data analysis. Report writing. Statistical packages, S-Plus.
