Computing the update of the repeated median regression line in linear time
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Publication:1028994
DOI10.1016/S0020-0190(03)00350-8zbMath1178.68607OpenAlexW2171118638MaRDI QIDQ1028994
Roland Fried, Thorsten Bernholt
Publication date: 9 July 2009
Published in: Information Processing Letters (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/s0020-0190(03)00350-8
time series analysiscomputational geometryrobust regressionrobust filteringefficient algorithmsrepeated median
Related Items (10)
Online signal extraction by robust linear regression ⋮ Online signal extraction by robust regression in moving windows with data-adaptive width selection: SCARM -- Slope Comparing Adaptive Repeated Median ⋮ Regression-based, regression-free and model-free approaches for robust online scale estimation ⋮ Repeated median and hybrid filters ⋮ Real‐time signal processing by adaptive repeated median filters ⋮ Multivariate Real-Time Signal Extraction by a Robust Adaptive Regression Filter ⋮ Robust filtering of time series with trends ⋮ Online Control Charts for Process Averages Based on Repeated Median Filters ⋮ Flow field forecasting for univariate time series ⋮ Robust online-surveillance of trend-coherence in multivariate data streams: the similar trend monitoring (STM) procedure
Cites Work
- Efficient randomized algorithms for the repeated median line estimator
- Robust signal extraction for on-line monitoring data.
- Reporting and counting segment intersections
- Least Median of Squares Regression
- Robust regression using repeated medians
- Selecting the Median
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