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題名:股票價格之模型誤設與投機泡沬: 一般化Kalman Filter的分析
書刊名:人文及社會科學集刊
作者:林建甫陳禮潭李明煌
作者(外文):Lin, Jeff Chien-fuChen, Lii-tarnLee, Ming-huang
出版日期:1998
卷期:10:3
頁次:頁361-397
主題關鍵詞:模型誤設投機泡沫正交檢定變動風險貼水一般化kalman filterModel misspecificationSpeculative bubblesOrthogonality testTime varying risk premiumGeneralized kalman filter
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(1) 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:1
  • 共同引用共同引用:2
  • 點閱點閱:36
     本文研究投機泡沫是否存在於股票價格。其模型誤設及投機泡沫若存在,都是不
可觀察的變數且 state-space 模型中傳遞方程與觀測方程中的干擾項為同期相關。 於是我
們採用 Jazwinski ( 1970 )的一般化 Kalman filter 來估計。使用 Malkiel( 1979 )
和 Pindyck ( 1984 )的變動風險貼水股價模型來設定誤設變數。 在得到變數估計值後,
我們沿續 Durlauf and Hooker ( 1994 )及 Chen ( 1995 )來做正交檢定分析。結果是
CRSP 的資料,變動風險貼水模型具有良好的解釋,且無泡沫存在於股價中。 但 MSCI 資料
中,法國、德國、義大利之股價,無誤設的流量設定式未與訊息集合變數正交。故變動風險
貼水的模型未提供好的解釋,泡沫的存在性也未得到明確的結論。
     This paper examines whether bubbles or time-varying risk premiums
affect stock prices. A model with speculative bubbles and misspecifications,
factors unobserved in stock prices, is considered. The setting of a time varying
risk premium proposed by Malkiel (1979) and Pindyck (1984) is applied to capture
the possibility of misspecification. The errors in the measurement equation and
transition equation in the state-space model are correlated. Thus, we employ the
generalized Kalman filter developed by Jazwinski (1970) to estimate the
parameters. After we get the estimates, we follow the orthogonality test
discussed in Durlauf and Hooker (1994) and Chen (1995) to analyze the flow and
stock constraints on different information sets. The results show that the time
varying risk premium model provides a good explanation for the CRSP data set and
there is no presence of speculative bubbles. The France, German, and Italy in
MCSI data sets indicate that the time varying premium model does not provide a
suitable explanation. No further conclusion can be drawn for whether or not
speculative bubbles exist in these three countries.
期刊論文
1.Tirole, J.(1985)。Asset Bubbles and Overlapping Generations。Econometrica,53,1499-1528。  new window
2.Flood, R. P.、Garber, P. M.(1980)。Market Fundamentals versus Price-Level Bubbles: The First Tests。Journal of Political Economy,88,745-770。  new window
3.Flood, R. P.、Hodrick, R. J.(1986)。Asset volatility, bubbles, and process switching。Journal of Finance,41,831-842。  new window
4.Hansen, Lars P.、Sargent, T. J.(1980)。Formulating and estimating dynamic linear rational expectations models。Journal of Economic Dynamics and Control,2,7-46。  new window
5.Pittis, N.(1993)。On the exchange rate of the dollar: market fundamentals versus speculative bubbles。The Manchester School,61,167-184。  new window
6.Hannan, E. J.、Quinn, B. G.(1979)。The determination of the order of an autoregression。Journal of the Royal Statistical Society: Series B (Statistical Methodology),41(2),190-195。  new window
7.West, K. D.(1988)。Dividend Innovations and Stock Price Volatility。Econometrica,56,57-76。  new window
8.Diba, B. T.、Grossman, H. I.(1988)。The Theory of Rational Bubbles in Stock Prices。The Economic Journal,98(392),746-754。  new window
9.Baillie, R. T.、Selover, D. D.(1987)。Co-Integration and Models of Exchange Rate Determination。International Journal of Forecasting,43-51。  new window
10.Burmeister, E.、Wall, K. D.(1987)。Unobserved Rational Expectations and the German Hyperinflation with Endogenous Money Supply。International Economic Review,28,15-32。  new window
11.Burmeister, E.、Wall, K. D.(1982)。Kalman Filtering Estimation of Unobserved Rational Expectations with an Application on the German Hyperinflation。Journal of Econometrics,20,255-284。  new window
12.Berndt, E.、Hall, B.、Hall, R.、Hausman, J. A.(1974)。Estimation and Inference in Nonlinear Structure Models。Annals of Economic and Social Measurement,4,653-665。  new window
13.Diba, B. T.、Grossman, H. I.(1988)。Explosive Bubbles in Stock Prices。American Economic Review,78,520-530。  new window
14.Malkiel, B. G.(1979)。The Capital Formation Problem in the United States。Journal of Finance,34,291-306。  new window
15.Poterba, J. M.、Summers, L. H.(1986)。The Persistence of Volatility and Stock Market Fluctuations。American Economic Review,76,1141-1151。  new window
16.O'Connell, S. A.、Zeldes, S. P.(1988)。Rational Ponzi Game。International Economic Review,29,431-450。  new window
17.Schwartz, G.(1978)。Estimation the Dimension of a Model。Ann. Statist.,6,461-464。  new window
18.Wu, Y.(1995)。Are there Rational Bubbles in Foreign Exchange Markets? Evidence from an Alternative Test。Journal of International Money and Finance,14,27-46。  new window
19.Hansen, Lars Peter(1982)。Large Sample Properties of Generalized Method of Moments Estimators。Econometrica: Journal of the Econometric Society,50(4),1029-1054。  new window
20.Cutler, David M.、Poterba, James M.、Summers, Lawrence H.(1990)。Speculative Dynamics and the Role of Feedback Traders。American Economic Review,80(2),63-68。  new window
21.Shiller, Robert J.(1984)。Stock Prices and Social Dynamics。Brookings Papers on Economic Activity,2,457-510。  new window
22.Shiller, Robert J.(1981)。Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?。American Economic Review,71(3),421-436。  new window
23.Evans, George W.(1991)。Pitfalls in Testing for Explosive Bubbles in Asset Prices。The American Economic Review,81(4),922-930。  new window
24.Akaike, Hirotsugu(1974)。A new look at the statistical model identification。IEEE Transactions on Automatic Control,19(6),716-723。  new window
25.林向愷(19911200)。投資人異質性與股價的決定:臺灣的實證分析。經濟論文叢刊,19(4),383-411。new window  延伸查詢new window
26.Lucas, Robert E. Jr.(1978)。Asset Prices in an Exchange Economy。Econometrica,46(6),1429-1445。  new window
27.Pindyck, Robert S.(1984)。Risk, Inflation, And The Stock Market。American Economic Review,74,334-351。  new window
28.Hansen, Lars Peter、Singleton, Kenneth J.(1982)。Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models。Econometrica,50(5),1269-1286。  new window
29.LeRoy, Stephen F.、Porter, Richard D.(1981)。The Present-Value Relation: Tests Based on Implied Variance Bounds。Econometrica,49(3),555-574。  new window
30.Mankiw, N. Gregory、Romer, David、Shapiro, Matthew D.(1985)。An Unbiased Reexamination of Stock Market Volatility。Journal of Finance,40(3),677-687。  new window
31.Topol, Richard(1991)。Bubbles and Volatility of Stock Prices: Effect of Mimetic Contagion。The Economic Journal,101(407),786-800。  new window
32.West, Kenneth D.(1987)。A Specification Test for Speculative Bubbles。The Quarterly Journal of Economics,102(3),553-580。  new window
會議論文
1.Akaike, H.(1973)。Information Theory and an Extension of the Maximum Likelihood Principle。2nd International Symposium on Information Theory。Budapest:Akademiai Kiado。267-281。  new window
研究報告
1.Diba, B. T.、Grossman, H. I.(1986)。On the Inception of Rational Bubbles in Stock Prices。  new window
2.Flood, R. P.、Hodrick, R. J.(1989)。Testable Implication of Indeterminacies in Models With Rational Expectation。  new window
圖書
1.Minsky, Hyman P.(1982)。Can "It" Happen Again?: Essays on Instability and Finance。M. E. Sharpe, Inc.。  new window
2.Chen, L. T.(1995)。Essays on Testing for Speculative Bubbles in the Stock Market。Institute of Economics in Academia Sinica。  new window
3.Greene, William H.(1993)。Econometric Analysis。Prentice-Hall。  new window
4.Kindleberger, C.(1978)。Manias, Panics and Crashes。New York:Basic Books。  new window
5.Jazwinski, A. H.(1970)。Stochastic Processes and Filtering Theory。New York:Academic Press。  new window
6.Anderson, B. D. O.、Moore, J. B.(1979)。Optimal Filtering。Englewood Cliffs, NJ:Prentice-Hall。  new window
7.Fletcher, R.(1987)。Practical Methods of Optimization。John Wiley & Sons, Inc.。  new window
8.Hamilton, J. D.(1994)。Time Series Analysis。Princeton, New Jersey:Princeton University Press。  new window
9.Harvey, Andrew C.(1989)。Forecasting, Structural Time Series Models and the Kalman Filter。Cambridge:Cambridge University Press。  new window
10.Luenberger, D. G.(1984)。Linear and Nonlinear Programming。Addison-Wesley。  new window
圖書論文
1.Durlauf, S. N.、Hooker, M. A.(1994)。Misspecification versus bubbles in the cagan hyperinflation model。Non-Stationary Time Series Analysis and Cointegration。Oxford University Press。  new window
2.Blanchard, O. J.、Watson, M. W.(1982)。Bubbles, rational expectations, and financial markets。Crises in the Economic and Financial Structure。Lexington, MA:Lexington Books。  new window
3.Ogaki, M.(1993)。Generalized Method of Moments: Econometric Application。Handbook of Statistics。Elsevier Science Publishers B.V.。  new window
 
 
 
 
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