Multivariate Statistical Methods 

Spring Semester, 2017,  Wed. 15:30-18:20 OEE 1017


http://www.math.hkbu.edu.hk/~hpeng/Math3806.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:  Wednesday 9:30 to 15:20  or by appointments.

Syllabus and Others: click here

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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

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Assignments

Assignment 1   Suggested Solution

Assignment 2   Suggested Soultion

Assignment 3   Suggested Soultion

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Projects

Projcet 1 (Individual)   

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

Projcet 2 (Group)  Due date: 12th May

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

Sale People Data  Data on Bulls

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Useful Program Functions

ellipse plot  Chi-square plot

Box_Cox transformation 1 2

Multivariate Box_Cox transformation 1 2