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Regression Analysis - Interest Rate in Australia

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Submitted By droppedb
Words 7765
Pages 32
35353
Regression Analysis

Mini Conference Report

Interest Rate Movement in Australia

Analysts:
Conrad Gutierrez – 10169050

Contents page: Introduction 3 Methodology 4 Multiple Linear Regression 4 * Model Assumptions 4 Full Model 5 New Full Model 7 Finding the Best Model * Method 1: Stepwise Regression 9 * Method 2: Forward Selection 11 * Method 3: Backward Elimination 12 * Method 4: Best Subset Selection 14

Analysis of the best model 15 * Model 1 15 * Model 2 21

Model Comparison 25

Conclusion 26

Comment 27

Introduction

Changes in interest rates are an inherent factor in the Australian economy. Its movements are a response to our economic cycle. Our daily lives, are directly affected by its movements and after effects, from other factors that may determine our standard of living for a period of time. Although the degree of this effect varies on different levels, it would be wrong to assume there will be selective people who won’t be touched by changes in interest rates.

As everyone with knowledge in Finance would have learned that, “a dollar today is no longer worth a dollar tomorrow”. Interest rate movements can have profitable and disastrous outcomes for many individuals. Take middle families with mortgages for example, in anticipation of the Reserve Bank’s announcement on whether they will increase the interest rate or not, for them a single base point increase will increase their mortgage payments, decreasing their disposable income and hence lowering their standard of living. On the other hand companies who swapped their floating rate loans for fixed rate loans would be unaffected and more or less relieved when interest rates rise. If

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