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題名:臺北地區不動產價格波動與蛛網理論
書刊名:臺灣土地研究
作者:蔡怡純 引用關係陳明吉 引用關係
作者(外文):Tsai, I-chunChen, Ming-chi
出版日期:2007
卷期:10:2
頁次:頁1-22
主題關鍵詞:馬可夫轉換蛛網理論一般化自我迴歸條件異質變異自我迴歸條件異質變異不動產價格Markov-switchingCobweb theoryGARCHSWARCHReal estate price
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(2) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:66
  • 點閱點閱:561
鑑於台灣的不動產市場景氣之劇烈變動,本研究探討台北地區的不動產價格波動。首先我們以蛛網理論之討論作為後續實證技術使用合理性之基礎,說明了在蛛網理論下,不動產價格波動性可能非定值,且預期心理會使不動產價格會呈現大小不同波動之情況。因此進而在實証上我們先利用ARCH 及GARCH 模型來估計不動產價格之異質條件變異數,証明不動產價格之波動性會隨著時間變動,再來我們續使用Markov-Switch-ARCH(SWARCH )模型估計,發現不動產價格在資料期間內至少並存兩種波動狀態,有時波動幅度較大而有時則僅會小幅波動,另外,高波動時期的波動幅度是另一種情況的九倍之多,但是在資料期間內僅出現六個時點為高波動時期,所以低波動時期才是不動產市場的常態。在這樣可能存在不同波動幅度的市場當中,交易者的風險也是會隨時間變動的,所以我們進一步使用ARCH-M 模型觀察,波動性是否能解釋不動產預期價格的變動,結果發現的確在高風險會帶來高報酬的回饋。
This paper examines the volatile behavior of real estate prices in the Taipei area. First, cobweb theory is used to explain price volatility and justify our empirical analysis. We use cobweb theory to illustrate inconstant real estate prices and further explain the phenomenon of occasional high and low volatility caused by anticipation. In the empirical test, we use both ARCH and GARCH models to estimate price conditional heteroscedasticity in order to verify a time-varying property of real estate prices. We continue to use the SWARCH model and find that there are at least two states of volatility. The magnitude of the high volatility state is as high as nine times that of low volatility, but low volatility is the normal condition in the market. Because risk is time-varying in the market, we further use the ARCH-M model to observe whether volatility can explain the change in expected returns and find that indeed high risk can bring high return.
期刊論文
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3.楊雅婷、彭建文(2003)。房價結構性改變之檢測-以臺北縣、市房價為例。臺灣土地研究,6(2),43-60。new window  延伸查詢new window
4.彭建文、張金鶚(20000600)。預期景氣與宣告效果對房地產景氣影響之研究。管理學報,17(2),343-368。new window  延伸查詢new window
5.Hales, Jeffrey、Bloomfield, Robert(2002)。Predicting the Next Step of a Random Walk: Experimental Evidence of Regime-shifting Beliefs。Journal of Financial Economics,65(3),397-414。  new window
6.陳明吉、Patel, Kanak(20021200)。An Empirical Analysis of Determination of Housing Prices in the Taipei Area。經濟論文叢刊,30(4),563-595。new window  new window
7.林祖嘉(20000100)。亞洲金融風暴對臺灣住宅與住宅市場與住宅金融之影響與衝擊。現代化研究,21,頁44-61。  延伸查詢new window
8.林秋瑾(19961200)。臺灣區域性住宅價格模式之建立。政大地政學報,1(1),29-49。  延伸查詢new window
9.Hamilton, James D.、Susmel, Raul(1994)。Autoregressive Conditional Heteroskedasticity and Changes in Regime。Journal of Econometrics,64,307-333。  new window
10.Engle, R. F.(1982)。Autoregressive Conditional Heteroske- dasticity with Estimates of the Variance of U.K. Inflation。Econometrica,50(4),987-1008。  new window
11.Berndt, Ernst R.、Hall, Bronwyn H.、Hall, Robert E.、Hausman, Jerry A.(1974)。Estimation and Inference in Nonlinear Structural Models。Annals of Economic and Social Measurement,3(4),653-665。  new window
12.Drake, Leigh(1993)。Modelling UK house prices using cointegration: An application of the Johansen technique。Applied Economics,25(9),1225-1228。  new window
13.吳森田(19940100)。所得、貨幣與房價--近二十年臺北地區的觀察。住宅學報,2,49-65。new window  延伸查詢new window
14.Cai, J.(1994)。A Markov model of switching-regime ARCH。Journal of Business and Economic Statistics,12,309-316。  new window
15.Engle, R. F.、Lilien, D. M.、Robins, R. P.(1987)。Estimating time varying risk premia in the term structure: The ARCH-M model。Econometrica,55(2),391-407。  new window
16.Chen, Ming-Chi、Patel, Kanak(1998)。House Price Dynamics and Granger Causality: An Analysis of Taipei New Dwelling Market。Journal of the Asian Real Estate Society,1(1),101-126。  new window
17.Meen, Geoffrey P.(1990)。The removal of mortgage market constraints and the implications for econometric modelling of UK house prices。Oxford Bulletin Economics and Statistics,52(1),1-23。  new window
18.Bollerslev, Tim(1986)。Generalized Autoregressive Conditional Heteroskedasticity。Journal of Econometrics,31(3),307-327。  new window
19.Lamoureux, Christopher G.、Lastrapes, William D.(1990)。Persistence in Variance, Structural Change, and the GARCH Model。Journal of Business and Economic Statistics,8(2),225-234。  new window
20.蔡怡純、陳明吉(2004)。臺北地區住宅市場結構性轉變與價格均衡調整。都市與計劃,31(4),365-390。new window  延伸查詢new window
21.陳明吉(2003)。臺北地區住宅價格之時間序列特性與模型:結構性時間序列模型之應用。住宅學報,12(2),69-90。  延伸查詢new window
22.Whitehead, C.(1971)。A Mode of the UK Housing Market。Oxford Bulletin of Economics and Statistics,33(44),245-266。  new window
23.Holly, S.、Jones, N.(1997)。House Prices since the 1940s: Cointegration, Demography and Asymrnetries。Economic Modelling,14(4),549-565。  new window
24.Meen, G. P.(2002)。The Time-series Behavior of House Prices: A Transatlantic Divide?。Journal of Housing Economics,11,1-23。  new window
會議論文
1.Bowden, R. J.(1980)。Equilibrium and Disequilibrium in the Housing Market; A Survey。0。  new window
研究報告
1.Giussani, B.、Hadjimatheou, G.(1990)。House Prices: An Econometrics Model for the UK。London, UK。  new window
圖書
1.卓輝華(1994)。房地產市場景氣發展(1961年-1990年)。房地產市場景氣發展(1961年-1990年)。臺北市:卓輝華。  延伸查詢new window
2.Hendry, D. F.(1984)。Econometric Modelling of House Prices in the UK。Econometrics and Quantitative Economics。Oxford。  new window
 
 
 
 
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