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ホドリック-プレスコット・フィルター:マクロ経済時系列のトレンド・サイクル分解×Baxter-King帯域通過フィルタ×
分野計量経済学計量経済学
系統Process / pipelineProcess / pipeline
提唱年19971999
提唱者Robert Hodrick & Edward PrescottMarianne Baxter & Robert King
種類Penalized least-squares smootherLinear symmetric moving-average filter
原典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 ↗
別名Hodrick-Prescott Filter, HP Decomposition, Trend-Cycle Filter, HP FiltresiBaxter-King Filter, Band-Pass Filter (Baxter-King), BK Band-Pass Filter, Bant Geçiren Süzgeç
関連33
概要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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ScholarGate手法を比較: HP Filter · BK Filter. 2026-06-17に以下より取得 https://scholargate.app/ja/compare