方法对比
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| Hodrick-Prescott 滤波器：宏观经济时间序列的趋势-周期分解× | Baxter-King 带通滤波器× | |
|---|---|---|
| 领域 | 计量经济学 | 计量经济学 |
| 方法族 | Process / pipeline | Process / pipeline |
| 起源年份≠ | 1997 | 1999 |
| 提出者≠ | Robert Hodrick & Edward Prescott | Marianne Baxter & Robert King |
| 类型≠ | Penalized least-squares smoother | Linear symmetric moving-average filter |
| 开创性文献≠ | Hodrick, R. J., & Prescott, E. C. (1997). Postwar U.S. business cycles: An empirical investigation. Journal of Money, Credit and Banking, 29(1), 1–16. DOI ↗ | Baxter, M., & King, R. G. (1999). Measuring business cycles: Approximate band-pass filters for economic time series. Review of Economics and Statistics, 81(4), 575–593. DOI ↗ |
| 别名 | Hodrick-Prescott Filter, HP Decomposition, Trend-Cycle Filter, HP Filtresi | Baxter-King Filter, Band-Pass Filter (Baxter-King), BK Band-Pass Filter, Bant Geçiren Süzgeç |
| 相关 | 3 | 3 |
| 摘要≠ | The Hodrick-Prescott (HP) filter is a penalized least-squares technique used in macroeconomics and empirical finance to decompose a time series into a smooth long-run trend component and a short-run cyclical component. Introduced by Hodrick and Prescott (1997) using postwar U.S. business cycle data, it has become one of the most widely applied filters in business cycle analysis, monetary policy research, and applied econometrics. | The Baxter-King (BK) band-pass filter, introduced by Marianne Baxter and Robert King in 1999, is a linear symmetric moving-average filter designed to isolate cyclical fluctuations in macroeconomic time series that fall within a specified range of periodicities. It removes both very low-frequency trends and very high-frequency noise, retaining only the business-cycle component—typically oscillations with a period of six to thirty-two quarters for quarterly data. |
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