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題名 以Neftci model預測台灣熊市之研究
The Prediction of Bear Markets in Taiwan by Neftci Model
作者 謝郁嫻
Hsieh,Yu Hsien
貢獻者 郭維裕
謝郁嫻
Hsieh,Yu Hsien
關鍵詞 熊市
股市循環
Neftci model
bear market
turning point
日期 2006
上傳時間 18-Sep-2009 19:58:03 (UTC+8)
摘要 Optimal prediction model of cyclical downturns proposed by Neftci (1982) was widely used in application to predict turning points of different economies such as US, UK, Japan, and West Germany. I apply Neftci model to predict the occurrence of bear markets of Taiwan stock market by using exchange rate of NTD, monitoring indicator of economy, and turnover rate of TAIEX as predictors. The results show that turnover rate outperforms the other two predictors, which signaled bear markets almost concurrently on average and the variation of the signal time is the smallest, ranging from 4 months lead to 4 months lag.
Optimal prediction model of cyclical downturns proposed by Neftci (1982) was widely used in application to predict turning points of different economies such as US, UK, Japan, and West Germany. I apply Neftci model to predict the occurrence of bear markets of Taiwan stock market by using exchange rate of NTD, monitoring indicator of economy, and turnover rate of TAIEX as predictors. The results show that turnover rate outperforms the other two predictors, which signaled bear markets almost concurrently on average and the variation of the signal time is the smallest, ranging from 4 months lead to 4 months lag.
參考文獻 Ajayi and Mougoue,M., “On the Dynamic Relation between Stock Prices and Exchange Rates,” Journal of Financial Research 1996, vol.19, pp193-207
Boldin, M.D., “Dating Turning Points in the Business Cycle,” The Journal of Business, vol. 67, No. 1, January 1994, pp. 97-131
Chauvet, M., and Potter, S., “Coincident and leading indicators of the stock market,” Journal of Empirical Finance 7, 2000, pp87-111
Diebold, F.X., and Rudebusch, G.D., “A Nonparametric Investigation of Duration Dependence in the American Business Cycle,” Journal of Political Economy, vol. 98, No. 3, 1990, pp. 596-616.
Diebold, F.X., and Rudebusch, G.D., “Scoring the Leading Indicators,” The Journal of Business, vol. 62, No. 3, July 1989, pp. 369-391.
Diebold, F.X., and Rudebusch, G.D., “Measuring Business Cycles, A Modern Prespective,” The Review of Economics and Statistics, vol. 62, No. 3, 1996, pp. 67-77.
Estrella, A.,and Mishkin, F.S., “Predicting U.S. Recessions: Financial Variables as Leading Indicators,” The Review of Economics and Statistics, vol. 80, No. 1. February 1998, pp. 45-61
Fabozzi, F.J., and Francis, J.C., “Stability Tests for Alphas and Betas over Bull and Bear Market Conditions,” The Journal of Finance, vol.22, No.4, September 1977, pp.1093-1099
Filardo, A.J., “How Reliable Are Recession Prediction Models?” Federal Reserve Bank of Kansas City, Economic Review, Second Quarter 1999, pp. 35-55
Huang Zi-You, “The Study of Relationship between Stock Price and Business Cycle Indicators---The Evidence on The Stock Market in Taiwan”, 2001
Lunde, A., and Timmermann, A., “ Duration Dependence in Stock Prices: An Analysis of Bull and Bear Markets,” Journal of Business and Economics Statistics, July 2004, pp253-272
Kim, M.K., and Zumwalt, J.K., “ An Analysis of Risk in Bull and Bear Markets,” Journal of Financial and Quantitative Analysis, vol. 14, No. 5, December 1979, pp.1015-1025
Ma, C.K., and Kao, G.W., “On Exchange Rate Changes and Stock Price Reactions,” Journal of Business Finance and Accounting, vol.17(3), Summer 1990, pp 441-449
McCulloch, J.H., “The Monte Carlo Cycle in Business Activity,” Economic Inquiry, 13:3, September 1975, pp 303-320
Neftci, S.N., “Optimal Prediction of Cyclical Downturns,” Journal of Economic Dynamics and Control, vol. 4, 1982, pp 225-241
Pesaran, M.H., and Timmermann, A., “Predictability of Stock Returns: Robustness and Economic Significance,” The Journal of Finance, vol. L, No.4, September 1995, pp. 1201-1227
Lahiri and Moore, Leading economic indicators: new approaches and forecasting records, New York : Cambridge University Press, 1991, ch.5, pp. 91-108
Wang, “A Model of Competitive Stock Trading Volume,” Journal of Political Economy, vol.102, 1994, pp.127-168
描述 碩士
國立政治大學
國際經營與貿易研究所
94351004
95
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0094351004
資料類型 thesis
dc.contributor.advisor 郭維裕zh_TW
dc.contributor.author (Authors) 謝郁嫻zh_TW
dc.contributor.author (Authors) Hsieh,Yu Hsienen_US
dc.creator (作者) 謝郁嫻zh_TW
dc.creator (作者) Hsieh,Yu Hsienen_US
dc.date (日期) 2006en_US
dc.date.accessioned 18-Sep-2009 19:58:03 (UTC+8)-
dc.date.available 18-Sep-2009 19:58:03 (UTC+8)-
dc.date.issued (上傳時間) 18-Sep-2009 19:58:03 (UTC+8)-
dc.identifier (Other Identifiers) G0094351004en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/36859-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 國際經營與貿易研究所zh_TW
dc.description (描述) 94351004zh_TW
dc.description (描述) 95zh_TW
dc.description.abstract (摘要) Optimal prediction model of cyclical downturns proposed by Neftci (1982) was widely used in application to predict turning points of different economies such as US, UK, Japan, and West Germany. I apply Neftci model to predict the occurrence of bear markets of Taiwan stock market by using exchange rate of NTD, monitoring indicator of economy, and turnover rate of TAIEX as predictors. The results show that turnover rate outperforms the other two predictors, which signaled bear markets almost concurrently on average and the variation of the signal time is the smallest, ranging from 4 months lead to 4 months lag.zh_TW
dc.description.abstract (摘要) Optimal prediction model of cyclical downturns proposed by Neftci (1982) was widely used in application to predict turning points of different economies such as US, UK, Japan, and West Germany. I apply Neftci model to predict the occurrence of bear markets of Taiwan stock market by using exchange rate of NTD, monitoring indicator of economy, and turnover rate of TAIEX as predictors. The results show that turnover rate outperforms the other two predictors, which signaled bear markets almost concurrently on average and the variation of the signal time is the smallest, ranging from 4 months lead to 4 months lag.en_US
dc.description.tableofcontents Contents………………………………………………………………………… i
Abstract………………………………………………………………………… ii
Acknowledgements………………………………………………………… iii
Ⅰ. Introduction……………………………………………………………… 1
Ⅱ. Definition of bull and bear market…………………………… 5
Ⅲ. Neftci Model……………………………………………………………… 8
Ⅳ. Data…………………………………………………………………………11
Ⅴ. Applications………………………………………………………………14
Ⅵ. Empirical results………………………………………………………17
5.1. Predicting bear markets by using exchange rate……17
5.2. Predicting bear markets by using monitoring indicator…………21
5.3. Predicting bear markets by using turnover rate……25
Ⅶ. Conclusions……………………………………………………………… 29
Reference…………………………………………………………………………31
zh_TW
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dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0094351004en_US
dc.subject (關鍵詞) 熊市zh_TW
dc.subject (關鍵詞) 股市循環zh_TW
dc.subject (關鍵詞) Neftci modelen_US
dc.subject (關鍵詞) bear marketen_US
dc.subject (關鍵詞) turning pointen_US
dc.title (題名) 以Neftci model預測台灣熊市之研究zh_TW
dc.title (題名) The Prediction of Bear Markets in Taiwan by Neftci Modelen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) Ajayi and Mougoue,M., “On the Dynamic Relation between Stock Prices and Exchange Rates,” Journal of Financial Research 1996, vol.19, pp193-207zh_TW
dc.relation.reference (參考文獻) Boldin, M.D., “Dating Turning Points in the Business Cycle,” The Journal of Business, vol. 67, No. 1, January 1994, pp. 97-131zh_TW
dc.relation.reference (參考文獻) Chauvet, M., and Potter, S., “Coincident and leading indicators of the stock market,” Journal of Empirical Finance 7, 2000, pp87-111zh_TW
dc.relation.reference (參考文獻) Diebold, F.X., and Rudebusch, G.D., “A Nonparametric Investigation of Duration Dependence in the American Business Cycle,” Journal of Political Economy, vol. 98, No. 3, 1990, pp. 596-616.zh_TW
dc.relation.reference (參考文獻) Diebold, F.X., and Rudebusch, G.D., “Scoring the Leading Indicators,” The Journal of Business, vol. 62, No. 3, July 1989, pp. 369-391.zh_TW
dc.relation.reference (參考文獻) Diebold, F.X., and Rudebusch, G.D., “Measuring Business Cycles, A Modern Prespective,” The Review of Economics and Statistics, vol. 62, No. 3, 1996, pp. 67-77.zh_TW
dc.relation.reference (參考文獻) Estrella, A.,and Mishkin, F.S., “Predicting U.S. Recessions: Financial Variables as Leading Indicators,” The Review of Economics and Statistics, vol. 80, No. 1. February 1998, pp. 45-61zh_TW
dc.relation.reference (參考文獻) Fabozzi, F.J., and Francis, J.C., “Stability Tests for Alphas and Betas over Bull and Bear Market Conditions,” The Journal of Finance, vol.22, No.4, September 1977, pp.1093-1099zh_TW
dc.relation.reference (參考文獻) Filardo, A.J., “How Reliable Are Recession Prediction Models?” Federal Reserve Bank of Kansas City, Economic Review, Second Quarter 1999, pp. 35-55zh_TW
dc.relation.reference (參考文獻) Huang Zi-You, “The Study of Relationship between Stock Price and Business Cycle Indicators---The Evidence on The Stock Market in Taiwan”, 2001zh_TW
dc.relation.reference (參考文獻) Lunde, A., and Timmermann, A., “ Duration Dependence in Stock Prices: An Analysis of Bull and Bear Markets,” Journal of Business and Economics Statistics, July 2004, pp253-272zh_TW
dc.relation.reference (參考文獻) Kim, M.K., and Zumwalt, J.K., “ An Analysis of Risk in Bull and Bear Markets,” Journal of Financial and Quantitative Analysis, vol. 14, No. 5, December 1979, pp.1015-1025zh_TW
dc.relation.reference (參考文獻) Ma, C.K., and Kao, G.W., “On Exchange Rate Changes and Stock Price Reactions,” Journal of Business Finance and Accounting, vol.17(3), Summer 1990, pp 441-449zh_TW
dc.relation.reference (參考文獻) McCulloch, J.H., “The Monte Carlo Cycle in Business Activity,” Economic Inquiry, 13:3, September 1975, pp 303-320zh_TW
dc.relation.reference (參考文獻) Neftci, S.N., “Optimal Prediction of Cyclical Downturns,” Journal of Economic Dynamics and Control, vol. 4, 1982, pp 225-241zh_TW
dc.relation.reference (參考文獻) Pesaran, M.H., and Timmermann, A., “Predictability of Stock Returns: Robustness and Economic Significance,” The Journal of Finance, vol. L, No.4, September 1995, pp. 1201-1227zh_TW
dc.relation.reference (參考文獻) Lahiri and Moore, Leading economic indicators: new approaches and forecasting records, New York : Cambridge University Press, 1991, ch.5, pp. 91-108zh_TW
dc.relation.reference (參考文獻) Wang, “A Model of Competitive Stock Trading Volume,” Journal of Political Economy, vol.102, 1994, pp.127-168zh_TW