Statistics 135: Multivariate Data Analysis

Spring Quarter 2008

Lectures:  MWF 12:10 p.m. to 1:00 a.m. PHYGEO 148

Discussion:   R 10:00-10:50 am CRUESS 107

 

 

 

Instructor

TA

 

Rituparna Sen

C-Ren Jiang

Office

4218 Mathematical Sciences Building

 

Office Hours

F 1:10 p.m. to 2 p.m.

F 11 a. m. – 12 noon

Email

rsen@wald.ucdavis.edu

cirenjiang@gmail.com
 

Handouts:

Mar 31: Logistic Details

Apr 2: Notes on Vectors and Matrices

Apr 11 and Apr 14: Analysis of turtle data and radiation data

Apr 16: Analysis of Lumber stiffness data and Effluent data

Apr 21: Comparing means of turtle data

Apr 23: Analysis of Iris data

May 2: Example on Population Principal Components

May 5: Analysis of Magnetic Force Data

May 9: Notes on Principal Components

May 28: Notes on hemophilia data

 

Homeworks: Homework will due before classs on the due date.

Homework 1 (due Apr 14)

Solution

Homework 2 (due Apr 21)

Solution

Homework 3 (due Apr 28)

Solution

Homework 4 (due May 12)

Solution

Homework 5 (due May 19)

Solution

Homework 6 (due Jun 02)

Solution

 

Exams: There will be 2 midterms and 1 final Exam guidelines

Midterm1 (Apr 28)

Solution of in class part

Solution of take home part

Midterm2 (May 19)

Solution of in class part

Solution of  take home part

Final (June 9)

Solution

 

 

 

Useful Code:

 

MATLAB program to compute a relative frequency histogram: rhist.m

MATLAB program to construct a Chi-Square qq-plot: qqchi2.m

SPlus program to construct a Chi-Square qq-plot: splusqqchi2.txt

MATLAB program for analysis of the turtle data: turtledemo.m

SPlus code for analysis of the turtle data: turtledemoSPlus.txt

R code for analysis of the turtle data: turtledemoR.txt

MATLAB program to construct an ellipse: ellipse.m

MATLAB commands to use the ellipse function: ellipsedemo.txt

MATLAB commands for Example 8.3 in the text: PCADemo.txt

MATLAB commands for Example 8.10 in the text: PCAEllipseDemo

MATLAB demos for Chapter 9: demo1, demo2, demo3, demo4

A MATLAB function to compute Varimax-PCA: anfactpcwod.txt

 

 

Some Datasets:

 

Table 1 – 5------------Air Pollution Data

Table 1 – 10-----------Data on Bulls

Table 4 – 1------------Radiation Data (Door Closed)

Table 4 – 5------------Radiation Data (Door Open)

Table 5 – 8------------Overtime Hours Data

Table 5 – 12-----------Bird Data

Table 6 – 2------------Sleeping Dog Data

Table 6 – 9------------Carapace Measurements

Table 6 – 10 -----------Milk Transportation Cost

Table 6 – 13-----------Egyptian Skull Data

Table 6 – 15-----------Flies Data

Table 8 – 2------------Police Department Principal Components

Table 8 – 5------------Census-Tract Data

 

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