Date
|
Topic
|
Lecture Notes
|
Lecture Code/Data
|
Reading/Homework
|
|
| Mon., 3/28 |
Course Overview, Multivariate Data
|
notes-3.28.05 |
none |
none |
| Weds., 3/30 |
Organizing Mult. Data, Descriptive Statistics, Plots |
notes-3.30.05 |
airpoll.R, airpoll.dat |
JW 1.1-1.4 |
| Fri., 4/1 |
Intro. to R, Linear Algebra Review |
notes-4.01.05 (2 slides), notes-4.01.05 (6 slides) |
none |
JW Supplement 2A, pg. 84-103 |
|
| Mon., 4/4 |
LA Review cont., more plots in R |
notes-4.04.05 (2 slides), notes-4.04.05 (6 slides) |
airpoll2.R, iris.R |
JW 2.1-2.4 |
| Weds., 4/6 |
LA Review cont. |
notes-4.06.05 (2 slides), notes-4.06.05 (6 slides) |
none |
none |
| Fri., 4/8 |
Statistical Distance |
notes-4.08.05 (2 slides), notes-4.08.05 (6 slides) |
none |
HW 1 DUE, JW 1.5 |
|
| Mon., 4/11 |
Projections, GGobi |
notes-4.11.05 (2 slides), notes-4.11.05 (6 slides) |
olive.xml |
JW 2.5-2.6 |
| Weds., 4/13 |
GGobi, Random Vectors and Matrices, Matrix Inequalities |
notes-4.13.05 (2 slides), notes-4.13.05 (6 slides) |
none |
JW 2.7 |
| Fri., 4/15 |
Matrix Inequalities/Maximization, Sample Geometry |
notes-4.15.05 (2 slides), notes-4.15.05 (6 slides) |
none |
JW 3.1-3.3 |
|
| Mon., 4/18 |
Sample Geometry |
notes-4.18.05 (2 slides), notes-4.18.05 (6 slides) |
none |
HW 2 DUE |
| Weds., 4/20 |
Sample Geometry |
notes-4.20.05 (2 slides), notes-4.20.05 (6 slides) |
none |
JW 3.4-3.5 |
| Fri., 4/22 |
Multivariate Normal Distribution |
notes-4.22.05 (2 slides), notes-4.22.05 (6 slides) |
none |
JW 3.6,4.1-4.2 (pg. 149-155) |
|
| Mon., 4/25 |
Multivariate Normal Distribution |
notes-4.25.05 (2 slides), notes-4.25.05 (6 slides) |
college.R |
JW 4.2 |
| Weds., 4/27 |
Multivariate Normal Distribution |
notes-4.27.05 (2 slides), notes-4.27.05 (6 slides) |
none |
JW 4.3 |
| Fri., 4/29 |
Samples from a MVN Distribution and ML Estimation |
notes-4.29.05 (2 slides), notes-4.29.05 (6 slides) |
none |
HW 3 DUE, JW 4.4-4.5 |
|
| Mon., 5/2 |
MIDTERM |
none |
none |
none |
| Weds., 5/4 |
Sampling Distributions, Assessing Multivariate Normality |
notes-5.4.05 (2 slides), notes-5.4.05 (6 slides) |
airpoll3.R, bv-boxplot.R, chisplot.R |
JW 4.7-4.8,5.1-5.2 |
| Fri., 5/6 |
Inference on the Population Mean |
notes-5.6.05 (2 slides), notes-5.6.05 (6 slides) |
none |
JW 5.3 |
|
| Mon., 5/9 |
LR Tests, Confidence Regions |
notes-5.9.05 (2 slides), notes-5.9.05 (6 slides) |
none |
JW 5.4-5.5 |
| Weds., 5/11 |
Confidence Intervals for the Components of a Population Mean Vector |
notes-5.11.05 (2 slides), notes-5.11.05 (6 slides) |
none |
none |
| Fri., 5/13 |
Concept of Linear Regression |
notes-5.13.05 (2 slides), notes-5.13.05 (6 slides) |
none |
HW 4 DUE, JW 7.8 |
|
| Mon., 5/16 |
Concept of Linear Regression, Principal Components |
notes-5.16.05 (2 slides), notes-5.16.05 (6 slides) |
none |
JW 8.1-8.2 |
| Weds., 5/18 |
Principal Components |
none |
air-pc.R, usair.dat |
JW 8.3-8.4 |
| Fri., 5/20 |
Factor Analysis |
notes-5.20.05 (2 slides), notes-5.20.05 (6 slides) |
none |
JW 9.1-9.2 |
|
| Mon., 5/23 |
Factor Analysis |
cont. notes from 5/20 |
none |
HW 5 DUE, JW 9.3 |
| Weds., 5/25 |
Factor Analysis |
notes-5.25.05 (2 slides), notes-5.25.05 (6 slides) |
druguse.R, druguse.dat |
JW 9.4 |
| Fri., 5/27 |
Discrimination and Classification |
none |
none |
JW 11.1-11.3 |
|
| Mon., 5/30 |
NO CLASS |
|
|
|
| Weds., 6/1 |
Discrimination and Classification |
notes-6.01.05 (2 slides), notes-6.01.05 (6 slides) |
none |
11.5 |
| Fri., 6/3 |
Review |
none |
none |
none |
|
| Mon., 6/6 |
none |
none |
none |
HW 6 DUE |
| Weds., 6/8 |
FINAL EXAM |
|
|
|