LINEAR MODELS

Catalog description

This course introduces students to linear statistical models. Topics will include: simple linear regression models, multiple linear regression models, ANOVA models including one way ANOVA, randomized block design, other designs, logistic regression models, Poisson regression models, bootstrapping/resampling models, and survival analysis. The course may also include mixed models and/or survival models. Some necessary linear algebra and mathematical statistics ideas will be reviewed at the beginning of the course. Computer software will be extensively used. (Cross-listed with STAT 8436 )