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Pásmová priepusť Baxter-King×STL Decomposition: Sezónno-trendová dekompozícia pomocou loess×
OdborEkonometriaEkonometria
RodinaProcess / pipelineProcess / pipeline
Rok vzniku19991990
TvorcaMarianne Baxter & Robert KingCleveland, Cleveland, McRae & Terpenning
TypLinear symmetric moving-average filternonparametric iterative smoother
Pôvodný zdrojBaxter, 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 ↗Cleveland, R. B., Cleveland, W. S., McRae, J. E., & Terpenning, I. (1990). STL: A seasonal-trend decomposition procedure based on loess. Journal of Official Statistics, 6(1), 3–73. link ↗
Ďalšie názvyBaxter-King Filter, Band-Pass Filter (Baxter-King), BK Band-Pass Filter, Bant Geçiren SüzgeçSeasonal-Trend Decomposition using Loess, STL filtering, Loess-based seasonal decomposition, Mevsimsel-Trend Ayrıştırma (STL)
Príbuzné33
ZhrnutieThe 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.STL Decomposition, introduced by Cleveland, Cleveland, McRae, and Terpenning (1990), is a nonparametric procedure that separates a time series into three additive components — trend, seasonal, and remainder — using iterative locally weighted regression (loess). Widely used in economics, meteorology, and data science, it handles time series of any periodicity and is robust to the presence of outliers, making it a highly flexible alternative to classical decomposition methods.
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ScholarGatePorovnať metódy: BK Filter · STL Decomposition. Získané 2026-06-18 z https://scholargate.app/sk/compare