본문 바로가기
KERD
논문KCI 등재

State-Space Model and Present Value Model: An Application to the Korean Stock Market

0

조회

0

다운로드

0

인용

0

참고문헌

키워드

주제분류경제학

초록

We have applied the state-space model to the Korean stock market under restrictions imposed by the present-value relation. Our main findings are (i) expected stock returns vary over time and have persistent and predictable component, (ii) expected dividend growth rates do not contain persistent and predictable component, (iii) expected stock returns play relatively more important role in explaining variations in the price-dividend ratio, (iv) shocks to expected stock returns are also more crucial in understanding unexpected stock return shocks, and (v) the state-space model does not appear to perform better than the predictive regression in terms of the ability in forecasting stock returns or dividend growth rates.

Abstract

We have applied the state-space model to the Korean stock market under restrictions imposed by the present-value relation. Our main findings are (i) expected stock returns vary over time and have persistent and predictable component, (ii) expected dividend growth rates do not contain persistent and predictable component, (iii) expected stock returns play relatively more important role in explaining variations in the price-dividend ratio, (iv) shocks to expected stock returns are also more crucial in understanding unexpected stock return shocks, and (v) the state-space model does not appear to perform better than the predictive regression in terms of the ability in forecasting stock returns or dividend growth rates.

참고문헌 (16)

  1. Binsbergen, J. H. Van, "Predictive regressions: A present-value approach", Journal of Finance, 65, pp.1439~1471 (2010)
  2. Burmeister, E., "Kalman filtering estimation of unobserved rational expectations with an application to the German hyperinflation", Journal of Econometrics, 20, pp.255~284 (1982)
  3. Campbell, J. Y., "The dividend-price ratio and expectations of future dividends and discount factors", Review of Financial Studies, 1, pp.195~227 (1988)
  4. Cochrane, J.H., "Asset Pricing", Princeton University Press
  5. Engsted, T., "The dividend-price ratio does predict dividend growth: International evidence", Journal of Empirical Finance, 17, pp.585~605 (2010)
  6. Fama, E. F., "Dividend yields and expected stock returns", Journal of Financial Economics, 22, pp.3~25 (1988)
  7. Hjalmarsson, E., "Predicting Global Stock Returns", Journal of Financial and Quantitative Analysis, 45, pp.49~80 (2010)
  8. Hong, Y., "Inference on via generalized spectrum and nonlinear time series models", Review of Economics and Statistics, 85, pp.1048~1062 (2003)
  9. Hong, Y., "Nonparametric specification testing for continuoustime models with applications to term structure of interst rates", Review of Financial Studies, 18, pp.37~84 (2005)
  10. 김인무, "주식수익률의 예측 가능성과 변동성 시계 표본", 경제학연구, 57(3), pp.195~221 (2009), 한국경제학회
  11. 김규영, "한국 주식시장에서 수익률의 예측에 관한 연구 - 재무변수를 이용한 예측을 중심으로 -", 산업경제연구, 17(4), pp.1255~1271 (2004), 한국산업경제학회
  12. Lettau, M., "Expected returns and expected dividend growth", Journal of Financial Economics, 76, pp.583~626 (2005)
  13. Menzly, L., "Understanding predictability", Journal of Polytical Economy, 112, pp.1~47 (2004)
  14. Park, C., "When does the dividendprice ratio predict stock returns?", Journal of Empirical Finance, 17, pp.81~101 (2010)
  15. Pastor, L., "Predictive systems : Living with imperfect predictors", Journal of Finance, 64, pp.1583~1628 (2009)
  16. Filtering out expected dividends and expected returns, "Rytchkov, O.", Temple University, ~ (2008)

관련 논문AI추천

이 간행물의 다른 논문 (3건)