Spring, 2018: STAT428/528: Advanced Data Analysis II

Syllabus

Notes 1: multiple regression (updated 1/23/18)

HW1 due Feb 9

HW1 data

Notes 2: ANOVA

beetles data

battery data

rat data

Notes 3: unbalanced ANOVA and ANCOVA, polynomial regression (updated 2/12/18)

Notes 4: Model selection

salary data

HW2 due March 5

Notes 5: logistic regression

grad school admission data

Notes 6: power and effect size

Practice test

Notes 7: principal components

Principal component example

pollution data

Cluster analysis (updated 4/4)

R code to extract word frequencies

Shakespeare Play example

Final Project (HW alternative coming soon...)

Final HW (do this or Final Project, not both)

data for final HW

Classification

MANOVA

Meta-Analysis