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Volumn 51, Issue 7, 2007, Pages 3612-3625

Forecast comparison of principal component regression and principal covariate regression

Author keywords

Factor model; Macroeconomic forecasting; Principal components; Principal covariates; Regression model

Indexed keywords

COMPUTER SIMULATION; DATA REDUCTION; ECONOMICS; FORECASTING; PRINCIPAL COMPONENT ANALYSIS;

EID: 33847392486     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2006.10.019     Document Type: Article
Times cited : (25)

References (10)
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    • Bai J., and Ng S. Determining the number of factors in approximate factor models. Econometrica 70 (2002) 191-221
    • (2002) Econometrica , vol.70 , pp. 191-221
    • Bai, J.1    Ng, S.2
  • 2
    • 33646162895 scopus 로고    scopus 로고
    • Are more data always better for factor analysis?
    • Boivin J., and Ng S. Are more data always better for factor analysis?. J. Econometrics 132 (2006) 169-194
    • (2006) J. Econometrics , vol.132 , pp. 169-194
    • Boivin, J.1    Ng, S.2
  • 4
    • 33847390109 scopus 로고    scopus 로고
    • Heij, C., Van Dijk, D., Groenen, P.J.F., 2006. Time series forecasting by principal covariate regression. Econometric Institute Report EI2006-37, Rotterdam.
  • 5
    • 4444298525 scopus 로고    scopus 로고
    • Testing for volatility changes in US macroeconomic time series
    • Sensier M., and Van Dijk D. Testing for volatility changes in US macroeconomic time series. Rev. Econom. Statist. 86 (2004) 833-839
    • (2004) Rev. Econom. Statist. , vol.86 , pp. 833-839
    • Sensier, M.1    Van Dijk, D.2
  • 7
    • 0036970448 scopus 로고    scopus 로고
    • Forecasting using principal components from a large number of predictors
    • Stock J.H., and Watson M.W. Forecasting using principal components from a large number of predictors. J. Amer. Statist. Assoc. 97 (2002) 1167-1179
    • (2002) J. Amer. Statist. Assoc. , vol.97 , pp. 1167-1179
    • Stock, J.H.1    Watson, M.W.2
  • 8
    • 0036005160 scopus 로고    scopus 로고
    • Macroeconomic forecasting using diffusion indexes
    • Stock J.H., and Watson M.W. Macroeconomic forecasting using diffusion indexes. J. Bus. Econom. Statist. 20 (2002) 147-162
    • (2002) J. Bus. Econom. Statist. , vol.20 , pp. 147-162
    • Stock, J.H.1    Watson, M.W.2
  • 9
    • 33847341443 scopus 로고    scopus 로고
    • Stock, J.H., Watson, M.W., 2005. An empirical comparison of methods for forecasting using many predictors. Working Paper.
  • 10
    • 67649342377 scopus 로고    scopus 로고
    • Forecasting with many predictors
    • Elliott G., Granger C.W.J., and Timmermann A. (Eds), North-Holland, Amsterdam
    • Stock J.H., and Watson M.W. Forecasting with many predictors. In: Elliott G., Granger C.W.J., and Timmermann A. (Eds). Handbook of Economic Forecasting (2006), North-Holland, Amsterdam 515-554
    • (2006) Handbook of Economic Forecasting , pp. 515-554
    • Stock, J.H.1    Watson, M.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.