English  |  正體中文  |  简体中文  |  Post-Print筆數 : 27 |  Items with full text/Total items : 109951/140887 (78%)
Visitors : 46276855      Online Users : 1275
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
  • Adv. Search
    HomeLoginUploadHelpAboutAdminister Goto mobile version
    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/76469


    Title: 台灣景氣轉折點預測-Probit模型與組合預測的應用
    Forecasting the Turning Points of Taiwan Business Cycles by using Probit Model and Combined Forecasts
    Authors: 李勁宏
    Contributors: 徐士勛
    李勁宏
    Keywords: 景氣轉折點
    Probit模型
    期間利差
    領先指標
    組合預測
    business cycle turning point
    Probit model
    yield spread
    leading indicator
    combination forecasting
    Date: 2015
    Issue Date: 2015-07-13 11:16:25 (UTC+8)
    Abstract: 本文使用具有事前訊息的領先指標與期間利差作為預測變數,根據不同利差與落後期選擇的 Probit 模型,利用遞迴的方式預測景氣轉折點發生機率,並進一步將個別預測結果進行組合,試圖找出能降低不確定性且優於個別預測結果的方法。實證結果發現,使用 Diebold and Mariano 檢定的預測包容法為其中最優的組合方法,無論是轉折點訊號或預測誤差都能優於半數以上的個別預測。此外,本文亦估計即期景氣轉折點的發生機率,根據模型的估計結果推斷,自 2012 年 2 月至 2015 年 3 月為止,景氣仍處於擴張階段。
    Reference: 何棟欽(2011),影響景氣循環的因素,台灣經濟論衡,9,55-82。

    徐之強、黃裕烈(2005),運用領先指標預測景氣變化之研究,行政院經濟建設委員會委託研究報告。

    徐志宏、周大森(2010),近期台灣景氣循環峰谷之認定,經濟研究,10,1-35。

    劉瑞文、管中閔、陳思寬(2014),台灣真實經濟成長率的估計:卡門過濾法之應用,應用經濟論叢,95,1-33。

    Bry and Boschan(1971). Cyclical analysis of times series: selected procedures and computer programs. NBER.

    Chikako and Turgut (2011).Predicting Recessions: A New Approach for Identifying Leading Indicators and Forecast Combinations

    C. Primo, C. A. T. Ferro , I. T. Jolliffe and D. B. Stephenson (2008).Combination and Calibration Methods for Probabilistic Forecasts of Binary Events. Working Paper.

    Christian R. Proano and Thomas Theobald(2014). Predicting recessions with a composite real-time dynamic probit model. International Journal of Forecasting ,30,898-917.

    C. Genest , Zidek and J. V. (1986). Combining probability distributions: A critique and an annotated bibliography. Statistical Science, 1, 114-148.

    Estrella, A. and Hardouvelis, G. A. (1991). The term structure as a predictor of real economic activity. Journal of Finance, 46, 555-576.


    Estrella, A. and Mishkin, F. S. (1998). Predicting US recessions: financial variables as leading indicators. Review of Economics and Statistics,80, 45-61.

    Henri Nyberg (2010). Dynamic probit models and financial variables in recession forecasting. Journal of Forecasting

    H. Nyberg (2010). Dynamic probit models and financial variables in recession forecasting. Journal of Forecasting, 29, 215-230.

    J. Scott Armstrong(2001).Combining forecasts Principles of forecasting. 417-439

    Joseph Atta-Mensah and Greg Tkacz(1998). Predicting Canadian Recessions Using Financial Variables: A Probit Approach. Working Papers 98-5, Bank of Canada.

    Kauppi, H. and Saikkonen, P. (2008). Predicting US recessions with dynamic binary response models. The Review of Economics and Statistics, 90,777–791.

    Monica Billio , Roberto Casarin, Francesco Ravazzolo and Herman K. van Dijk(2011).Econometrics and Tinbergen Institutes


    R. T. Clemen and R. L. Winkler(1987). Calibrating and combining precipitation probability forecasts.Probability and Bayesian Statistics ,97-110.

    Rudebusch, G. D. and Williams, J. C. (2009). Forecasting recessions: the puzzle of the enduring power of the yield curve. Journal of Business and Economic Statistics, 27(4), 492-503.

    Roopesh Ranjan and Tilmann Gneiting(2008).Combining Probability Forecasts,Technical Report, 543

    Thomas Theobald(2012).Combining Recession Probability Forecasts from a Dynamic Probit Indicator.Macroeconomic Policy Institute.

    T. S. Wallsten , D. V. Budescu , I. Erev and A. Diederich (1997): Evaluating and Combining Subjective Probability Estimates. Journal of Behavioral Decision Making, 10, 243-268.

    Rudebusch, G. D. and Williams, J. C. (2009). Forecasting recessions: the puzzle of the enduring power of the yield curve. Journal of Business and Economic Statistics, 27(4), 492-503.

    Roopesh Ranjan and Tilmann Gneiting(2008).Combining Probability Forecasts,Technical Report, 543

    Timmermann, A. (2006). Forecast combinations. In Handbook of economic forecasting ,135-196.

    Ulrich Fritsche and Vladimir Kuzin, (2005). Prediction of Business Cycle Turning Points in Germany,Journal of Economics and Statistics 225(1), 22-43.

    Wright, J.H. (2006). The yield curve and predicting recessions. Technical report, Division of Monetary Affairs, Federal Reserve Board.
    Description: 碩士
    國立政治大學
    經濟學系
    102258035
    103
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G0102258035
    Data Type: thesis
    Appears in Collections:[經濟學系] 學位論文

    Files in This Item:

    File SizeFormat
    803501.pdf1383KbAdobe PDF2118View/Open


    All items in 政大典藏 are protected by copyright, with all rights reserved.


    社群 sharing

    著作權政策宣告 Copyright Announcement
    1.本網站之數位內容為國立政治大學所收錄之機構典藏,無償提供學術研究與公眾教育等公益性使用,惟仍請適度,合理使用本網站之內容,以尊重著作權人之權益。商業上之利用,則請先取得著作權人之授權。
    The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

    2.本網站之製作,已盡力防止侵害著作權人之權益,如仍發現本網站之數位內容有侵害著作權人權益情事者,請權利人通知本網站維護人員(nccur@nccu.edu.tw),維護人員將立即採取移除該數位著作等補救措施。
    NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.
    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback