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A financial conditions index for South Africa /

"The main purpose of this paper is to construct a financial conditions index (FCI) for South Africa. The analysis extracts the index by applying two alternative approaches (principal component analysis and Kalman filter), which identify an unobservable common factor from a group of external and...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Gumata, Nombulelo (Autor), Klein, Nir (Autor), Ndou, Eliphas (Autor)
Autor Corporativo: International Monetary Fund. African Department
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [Washington, D.C.] : International Monetary Fund, Ã2012.
Colección:IMF working paper ; WP/12/196.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Cover; Contents; I. Introduction; II. Principal Component Approach (PCA); III. Extracting the Common Factor by a Kalman Filter; IV. The Estimated Financial Conditions Indices: A Comparison; V. Evaluation of the Financial Conditions Indices; VI. What Can the Financial Conditions Index Tell About the Near-Term GDP Growth?; VII. Conclusion; Tables; 1. Granger Causality Tests of Alternative FCIs and GDP; 2. The Explanatory Power of the Indices; 3. Comparison of SSR for 1, 2, and 4 Quarters Ahead, 1999q1-2011q4; 4. The Predictive Power of the Indices, 2008q1-2011q4.
  • 5. Forecast Results under Three ScenariosFigures; 1. Factor Loadings; 2. The Estimated Financial Conditions Indices (FCIs); 3. The Estimated Financial Conditions Indices (FCIs) Scaled by the Sample's Standard Deviations; 4. Demeaned GDP Growth and the Alternative FCIs; 5. Static Forecast, 2008q1-2011q4; 6. Dynamic Forecast, 2012q1-2012q4; Appendix Tables; 1A. Correlation Matrix; 2A. Descriptive Statistics; Appendix Figures; 1A. Calculated Common Factors Under the Principal Component Approach; 2A. The Estimated Financial Conditions Indicies by PCA; 3A. Financial Conditions Indicators.