Week | Date | Topics | Slides & Supplementary Material |
1 | Thu 09/27 | Introduction. Fundamentals of R programming. | Class 1 |
Tu 10/02 | Fundamentals of R programming | Class 2 | |
2 | Thu 10/04 | Numerical and exploratory data analysis in R | Class 3 |
Tu 10/09 | Numerical and exploratory data analysis in R | Class 4 | |
3 | Thu 10/11 | Exploratory data analysis in R | Class 5, Class 6 |
Tu 10/16 | Advanced graphs | Class 7 | |
4 | Thu 10/18 | Advanced graphs | Class 8 |
Tu 10/23 | Linear regression | Class 9 | |
5 | Thu 10/25 | Linear regression | Class 10 |
Tu 10/30 | Linear regression | ||
6 | Thu 11/01 | ANOVA | Class 11 |
Tu 11/06 | ANOVA. Randomized block designs. | ||
7 | Thu 11/08 | Analysis of Covariance. Logistic regression | Class 12 |
Tu 11/13 | Logistic regression | Class 13 | |
8 | Thu 11/15 | Project proposals due (including short presentations) | |
Tu 11/20 | Exam | ||
9 | Thu 11/22 | Thanksgiving, no class | |
Tu 11/27 | PCA, factor analysis and clustering | Class 14 | |
10 | Thu 12/29 |
PCA, factor analysis and clustering |
Class 15 |
Tu 12/04 | Project presentations | ||
Tu 12/06 | Project presentations | ||
Final project report: Due on Thu Dec 13 at 8am |