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-Correction Models; References; Chapter 5. Single-Factor Conditionally Heteroskedastic Models, ARCH and GARCH; Abstract; 5.1 Stylized … for ARCH; 5.5 Forecasting With GARCH Models; 5.6 Estimation of and Inference on GARCH Models; References; Appendix 5.A … Nonparametric Kernel Density Estimation; Chapter 6. Multivariate GARCH and Conditional Correlation Models …
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This paper expounds some of the results of Fourier theory that are essential to the statistical analysis of time series. It employs the algebra of circulant matrices to expose the structure of the discrete Fourier transform and to elucidate the filtering operations that may be applied to finite...
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The good forecasting performance of factor models has been well documented in the literature. While many studies focus on a very limited set of variables (typically GDP and inflation), this study evaluates forecasting performance at disaggregated levels to examine the source of the improved...
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