STAT 3710: Multivariate Analysis and Data Mining

Spring Semester, 2012,  Wed. 9:30-10:20  CEC801, THU. 12:30-14:20 OEE1302

http://www.math.hkbu.edu.hk/~hpeng/stat3710.html

Instructor. PENG, Heng, Assistant Professor. Office: FSC1205.  Phone: 3411-7021.

E-mail: hpeng@math.hkbu.edu.hk

Teaching Assistant. DAI Wenlin, E-mail: 11466154@hkbu.edu.hk

Office Hours:  THU. 9:30-12:20 and FRI. 9:30-12:20 or by appointments.

Syllabus and Others: click here

Lecture note 1

Data Sets:

Example 1.4	Example 1.5	Example 1.6
Example 1.9	Example 1.10	Example 1.11

Lecture note 2

Lecture note 3

Data Sets:

Example 3.10

Example 3.14

Example 3.17

Programs:

Example 3.10

Example 3.14

Example 3.17

Lecture note 4

Data Sets:

Example 4.2

Example 4.5

Example 4.7

Lecture note 5

Assignments

Assignment 1 

Assignment 2  

Assignment 3  

Projects

Projcet 1 (Individual) 

Data Sets: Snow Data   Lumber Data   Bird Data: female and male

Projcet 2 (Group) 

Data Sets: Stock Price   Air Pollution Data    National Track Records: female and male

Sale People Data  Data on Bulls

Useful Program Functions

ellipse plot  Chi-square plot

Box_Cox transformation 1 2

Multivariate Box_Cox transformation 1 2