Duke
UNIVERSITY
Department of Statistical Science
home
syllabus
schedule
resources
support
links
faq
Statistics 104: Summer 2013 - Session 1
Data Analysis and Statistical Inference
Professor Mine Çetinkaya-Rundel
Resources:
Overall
Map of topics covered in class and how they relate to each other.
R related
R commands
Class survey (from Spring 2013)
Videos:
Statistical inference in R using the
inference
function.
Units
Unit 1 - Introduction to data
Unit 2 - Probability and distributions
Unit 3 - Foundations for inference
Unit 4 - Statistical inference for numerical variables
Unit 5 - Statistical inference for categorical variables
Unit 6 - Simple linear regression
Unit 7 - Multiple linear regression