| 研究生: |
勞思恩 Grace Szu-En Lao |
|---|---|
| 論文名稱: |
黃金、房地產、比特幣與其他總體經濟因素間關係之研究 The Relation of Gold, Real Estate, Bitcoin, and other Macroeconomic Variables |
| 指導教授: |
林左裕
Lin, Tsoyu Calvin |
| 口試委員: |
林哲群
Lin, Che-Chun 彭建文 Peng, Chien-Wen |
| 學位類別: |
碩士
Master |
| 系所名稱: |
社會科學學院 - 應用經濟與社會發展英語碩士學位學程(IMES) International Master's Program of Applied Economics and Social Development(IMES) |
| 論文出版年: | 2023 |
| 畢業學年度: | 111 |
| 語文別: | 英文 |
| 論文頁數: | 40 |
| 中文關鍵詞: | 共整合 、投資組合管理 、黃金 、房地產市場 、比特幣 、總 體經濟因素 |
| 外文關鍵詞: | Cointegration, Portfolio Management, Gold, Real Estate Market, Bitcoin, Macroeconomic Indices |
| 相關次數: | 點閱:121 下載:0 |
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許多研究致力於探討股票、房地產、黃金和總體經濟因素之間的關
係。本研究利用經典的共整合測試和模型,包括 Johansen 共整合測
試、Granger 因果關係測試、向量誤差修正模型以及預測誤差脈衝響
應函數,試圖填補文獻中的空白,引入比特幣作為研究對象。本研
究對黃金、房地產、比特幣、股票和總體經濟因素的月度數據進行
了多個共整合測試的分析。結果顯示,比特幣在長期中對黃金和房
價指數具有單向領先效應,並且房價指數對黃金也具有單向領先效
應。預測誤差脈衝響應顯示,黃金和房價指數的震盪對比特幣具有
積極影響。
Many studies have been dedicated to examining the relationships between stocks, real estate, gold and macroeconomic variables. By utilizing classic cointegration tests and models, including the Johansen Cointegration test,
Granger-Causality test, Vector Error Correction Models, and Forecast Error Impulse Response Function for analysis, this study attempts to fill in the gap in literature by introducing Bitcoin to the mix. Monthly data on gold, real estate, Bitcoin, stock, and macroeconomic variables undergo
analysis in multiple cointegration tests. Results suggest that Bitcoin has a unidirectional leading effect from both gold and house prices in the longrun and a unidirectional leading effect from house prices to gold. The forecast error impulse response shows that shocks from both gold and house prices are found to have positive impacts on BTC.
Table of Contents
Acknowledgements iii
Abstract iv
List of Tables vii
List of Figures vii
Chapter 1. Introduction 1
Chapter 2. Theory and Literature Review 3
Chapter 3. Research Method 8
3.1 Unit Root Test 8
3.2 Cointegration Test 9
3.2.1 Lag 9
3.2.2 Johansen Cointegration 9
3.3 Granger-Causality Test 10
3.4 Vector Error Correction Model (VECM) 11
3.5 Forecast Error Impulse Response (FEIR) 12
Chapter 4. Data and Empirical Results 13
4.1 Descriptive Statistics 13
4.2 Data 13
4.2.1 Gold 16
4.2.2 Real Estate 16
4.2.3 Bitcoin 16
4.3 Unit Root Test 17
4.4 Cointegration Test 18
4.5 Granger-Causality Test 20
4.6 Vector Error Correction Model (VECM) 23
4.7 Forecast Error Impulse Response (FEIR) 25
5. Conclusion 32
5.1 Gold and Bitcoin 32
5.2 Real Estate and Gold 33
5.3 Bitcoin and Real Estate 33
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