Summary of MSG469 ANALISIS REGRESI (REGRESSION ANALYSIS)

MSG469 ANALISIS REGRESI (REGRESSION ANALYSIS)

MEMPERKENALKAN KAEDAH REGRESI UNTUK MEMODELKAN HUBUNGAN ANTARA DUA ATAU LEBIH PEMBOLEHUBAH DAN APLIKASINYA MELALUI PERISIAN.

Lecturer: DR. ZAINUDIN BIN ARSAD

Skill Level: Beginner

COURSE SUMMARY & OTHER USEFUL INFORMATION

Announcements

Chapter 0: Introduction to Regression Analysis

Chapter 1: Simple Linear Regression

Cambridge Statistical Tables

Week 1: 25 March - 31 March

Chapter 2: Multiple Linear Regression

Data Chapter 2: Delivery Time

Week 2: 1 April - 7 April

Tutorial 1: Simple Linear Regression

Chapter 3: Model Adequacy Checking

Week 3: 8 April - 14 April

Tutorial 2a: Multiple Linear Regression

Week 4: 15 April - 21 April

Chapter 4: Leverage &amp; Influence

Grouping: Tutorial 1

Grouping: Tutorial 2a

Tutorial 1: Submission (new entry)

Final Exam Questions: July 2023

Tutorial 2b: Diagnostic Checking &amp; Influential Observations

Hald Cement Data: Chapter 5

Week 5: 22 April - 28 April

Submission: Tutorial 2a

Chapter 5: Variable Selection &amp; Model Building

Submission: Tutorial 2b

Grouping: Tutorial 2b

Week 6: 29 April - 5 May

Chapter 6: Multicollinearity

House Price Data: Chapter 6

Week 7: 6 May - 12 May

Chapter 7: Time Series Regression

Stock-Macro Data: Chapter 7

Grouping Assignment 1

Assignment 1: Questions

Assignment 1: Data for Q1

Submission: Assignment 1 (List of Questions)

Durbin-Watson Table for Time Series Regression

Data Polar Bear: Tutorial Chapter 5

Week 9: 20 May - 26 May

Submission: Assignment 1, Q1

Submission: Assignment 1, Q2

Submission: Assignment 1, Log Book

Grouping: Presentation

Chapter 8: Logistic regression

Various Data Sets: Chapter 8 Logistic Regression

Data Demo Presentation - Tutorial Chapter 7: Time Series Regression

Week 10: 27 May - 2 June

Chapter 9: Transformation &amp; Heteroscedasticity

Week 11: 3 June - 9 June

Data Heteroscedasticity: Income-Advertisement

Test 2 &amp; Test 3 (2023): Solutions

Week 12: 10 June - 16 June

Chapter 10: Polynomial/Quadratic Regression

Assignment 2: Questions &amp; Data Sets

Grouping Assignment 2

Submission: Questions for Assignment 2

Data WLS/Quadratic

Week 13: 17 June - 23 June

Assignment 2: Submission Q1

Assignment 2: Submission Q2

Assignment 2: Submission Log Book

Week 16: 8 July - 14 July

Test 1: Solution

Test 2: Solution

Test 3: Solution

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Chapter 4: Leverage & Influence

Tutorial 2b: Diagnostic Checking & Influential Observations

Chapter 5: Variable Selection & Model Building

Chapter 9: Transformation & Heteroscedasticity

Test 2 & Test 3 (2023): Solutions

Assignment 2: Questions & Data Sets