STAT 3710 & MATH 3806: Multivariate Analysis and Data Mining

Spring Semester, 2016,  Thu. 9:30-12:20 AAB 609

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

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

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

Teaching Assistant. Zhao, Jingxin, E-mail: 13479547@life.hkbu.edu.hk

Office Hours:  Tuesday 8:30-11:20 and Thursday 8:30-9:20 and 12:30-14:20 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

Matlab Commands Guidance for Lecture Note 1-4

Lecture note 5

Lecture note 6

R Code Materials

Introduction

Graph Technology

Principle Component Analysis

Factor  Model Analysis

Assignments

Assignment 1 Suggested Answer

Assignment 2 Suggested Answer

Assignment 3 Suggested Answer

Projects

Projcet 1 (Individual)   

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

Projcet 2 (Group)  Due date: 4 May

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