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      Term Spread의 분해와 구성요소의 경기예측력 분석 = Study on the Decomposition of Chinese Term Spread and the Predictive Power of the Components of Term Spread for the Economy

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      https://www.riss.kr/link?id=A106594538

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      다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

      There has been a recent research stating that, among the components of Term Spread that are widely recognized in the academic world as having a superior predictive power for the economy when compared to other leading variables, the predictability of “expected short-term interest rate” has decreased dramatically and the predictive power of “term premium” has expanded especially in countries that adopted with low-interest policy such as United States. In this context, the purpose of this study is to analyze whether the same phenomenon is happening in China by conducting various experiments.
      The experiment was divided into intra-sample prediction and out of sample prediction. In the intra-sample prediction, two factors “rate of change GDP” and “recession” were set as dependent variables and empirical analysis was conducted on each. When the rate of change of GDP was the dependent variable, the predictive power of Term Spread mainly stemmed from the “expected part of future short-term interest rate”, and this trend does not show a decreasing trend later in the rolling test results but term premium appeared to act as noise.
      Interesting results were obtained when recession was used as a dependent variable. It was observed that although Term Spread gives a statistically significant signal to the recession, the explanatory power is significantly less than when using the “expected short-term interest rate”, “term premium”, “future short-term interest rate” + “term premium”.
      In addition, the significance of “expected part of future short-term interest rate” is very robust, exceeding the threshold of 2 in both the backward and forward rolling regression analysis.
      Therefore, it could be confirmed the predictive power of Term Spread in China still depends heavily on the “expected short-term interest rate”, and that the recent phenomenon that was observed in the US was not happening in China.
      번역하기

      There has been a recent research stating that, among the components of Term Spread that are widely recognized in the academic world as having a superior predictive power for the economy when compared to other leading variables, the predictability of ...

      There has been a recent research stating that, among the components of Term Spread that are widely recognized in the academic world as having a superior predictive power for the economy when compared to other leading variables, the predictability of “expected short-term interest rate” has decreased dramatically and the predictive power of “term premium” has expanded especially in countries that adopted with low-interest policy such as United States. In this context, the purpose of this study is to analyze whether the same phenomenon is happening in China by conducting various experiments.
      The experiment was divided into intra-sample prediction and out of sample prediction. In the intra-sample prediction, two factors “rate of change GDP” and “recession” were set as dependent variables and empirical analysis was conducted on each. When the rate of change of GDP was the dependent variable, the predictive power of Term Spread mainly stemmed from the “expected part of future short-term interest rate”, and this trend does not show a decreasing trend later in the rolling test results but term premium appeared to act as noise.
      Interesting results were obtained when recession was used as a dependent variable. It was observed that although Term Spread gives a statistically significant signal to the recession, the explanatory power is significantly less than when using the “expected short-term interest rate”, “term premium”, “future short-term interest rate” + “term premium”.
      In addition, the significance of “expected part of future short-term interest rate” is very robust, exceeding the threshold of 2 in both the backward and forward rolling regression analysis.
      Therefore, it could be confirmed the predictive power of Term Spread in China still depends heavily on the “expected short-term interest rate”, and that the recent phenomenon that was observed in the US was not happening in China.

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      국문 초록 (Abstract) kakao i 다국어 번역

      경기예측력이 다른 선행변수들보다 우월한 것으로 학계에서 널리 인정받고있는 Term Spread의 구성요소 중 최근 특히 미국과 같은 저금리 정책 실행국가들에서 “미래 단기금리 기대부분”의 예측력이 크게 감소하고 “기간프리미엄” 의 예측력이 최근 확대되었다는 연구결과가 나왔다. 이에 본 연구에서는 중국에서도 같은 현상이 벌어지는 지를 확인하는 것을 목적으로 하여 다양한 실험을 통해 이에 대해 분석을 진행하였다
      번역하기

      경기예측력이 다른 선행변수들보다 우월한 것으로 학계에서 널리 인정받고있는 Term Spread의 구성요소 중 최근 특히 미국과 같은 저금리 정책 실행국가들에서 “미래 단기금리 기대부분”의 ...

      경기예측력이 다른 선행변수들보다 우월한 것으로 학계에서 널리 인정받고있는 Term Spread의 구성요소 중 최근 특히 미국과 같은 저금리 정책 실행국가들에서 “미래 단기금리 기대부분”의 예측력이 크게 감소하고 “기간프리미엄” 의 예측력이 최근 확대되었다는 연구결과가 나왔다. 이에 본 연구에서는 중국에서도 같은 현상이 벌어지는 지를 확인하는 것을 목적으로 하여 다양한 실험을 통해 이에 대해 분석을 진행하였다

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      참고문헌 (Reference)

      1 BOK, "한국은행 브리프, 2011-2"

      2 윤선중, "기간스프레드의 분해와 기간프리미엄의 정보효과: 저금리 기간에 대한 함의" 한국금융학회 32 (32): 75-114, 2018

      3 王金明, "国债期限利差对中国宏观经济波动的预警研究" 2017

      4 朱世武, "利率期限结构对通货膨胀预测能力的实证分析" 10 : 2005

      5 贺畅达, "产出,通货膨胀预测与利率期限结构" (11) : 2012

      6 郭涛, "中国利率期限结构的货币政策含义" 3 : 2008

      7 石柱鲜, "中国主要宏观经济变量与利率期限结构的关系-基于VAR-ATS模型的分析" (3) : 2008

      8 Fisher, I., "The Theory of Interest" Macmillan co. 1930

      9 Estrella, "The Term Structure as predictor of Real Economic Activity" 46 (46): 555-576, 1991

      10 Fama, "Term structure forecast of interest rate, inflation, and real returns" 25 (25): 59-76, 1990

      1 BOK, "한국은행 브리프, 2011-2"

      2 윤선중, "기간스프레드의 분해와 기간프리미엄의 정보효과: 저금리 기간에 대한 함의" 한국금융학회 32 (32): 75-114, 2018

      3 王金明, "国债期限利差对中国宏观经济波动的预警研究" 2017

      4 朱世武, "利率期限结构对通货膨胀预测能力的实证分析" 10 : 2005

      5 贺畅达, "产出,通货膨胀预测与利率期限结构" (11) : 2012

      6 郭涛, "中国利率期限结构的货币政策含义" 3 : 2008

      7 石柱鲜, "中国主要宏观经济变量与利率期限结构的关系-基于VAR-ATS模型的分析" (3) : 2008

      8 Fisher, I., "The Theory of Interest" Macmillan co. 1930

      9 Estrella, "The Term Structure as predictor of Real Economic Activity" 46 (46): 555-576, 1991

      10 Fama, "Term structure forecast of interest rate, inflation, and real returns" 25 (25): 59-76, 1990

      11 이기영, "Term Spread의 중국실물경기 예측력연구-PMI및 선행지수와의 비교를 중심으로-" 한중사회과학학회 15 (15): 71-96, 2017

      12 이기영, "Term Spread의 중국경기예측력에 관한 연구" 중국연구소 64 : 215-242, 2015

      13 Rosenberg, "Signal or Noise? Implications of the Term Premium for Recession Forecasting" 14 (14): 2008

      14 Adrian,. T, "Pricing the term structure with linear regressions" 110 (110): 2013

      15 Stock, "Macroeconomic Anuual" NBER 4-, 1989

      16 Ludivigson, "Macro factor in bond risk premia" 22 (22): 2009

      17 Estrella, "Is There a Role for Monetary Aggregates in the Conduct of Monetary Policy?" National Bureau of Economic Research, Inc 1996

      18 Plosser, "International term structure and real economic growth" 33 : 133-155, 1994

      19 Diebold, "Comparing Predictive Accuracy" 20 : 2002

      20 Clark, "Approximately normal tests for equal predictive accuracy in nested models" 138 (138): 291-311, 2007

      21 Laurent, R. D, "An interest rate_based indicator of monetary policy" 12 : 314-, 1988

      22 Kim, "An Arbitrage-Free Three-Factor Term Structure Model and the Recent Behavior of Long-Term Yields and Distant-Horizon Forward Rates" FEDS 2005

      23 Hamilton, "A Reexamination of the predictability of Economic Activity Using the Yield Spread" 34 : 2002

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