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robfilter
View on CRAN: Click
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Download and install robfilter package within the R console
Install from CRAN:
install.packages("robfilter")
Install from Github:
library("remotes")
install_github("cran/robfilter")
Install by package version:
library("remotes")
install_version("robfilter", "4.1.4")
Attach the package and use:
library("robfilter")
Maintained by
Roland Fried
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2008-01-29
Latest Update: 2023-12-06
Description:
Implementations for several robust procedures that allow for (online) extraction of the signal of univariate or multivariate time series by applying robust regression techniques to a moving time window are provided. Included are univariate filtering procedures based on repeated-median regression as well as hybrid and trimmed filters derived from it; see Schettlinger et al. (2006) <doi:10.1515/BMT.2006.010>. The adaptive online repeated median by Schettlinger et al. (2010) <doi:10.1002/acs.1105> and the slope comparing adaptive repeated median by Borowski and Fried (2013) <doi:10.1007/s11222-013-9391-7> choose the width of the moving time window adaptively. Multivariate versions are also provided; see Borowski et al. (2009) <doi:10.1080/03610910802514972> for a multivariate online adaptive repeated median and Borowski (2012) <doi:10.17877/DE290R-14393> for a multivariate slope comparing adaptive repeated median. Furthermore, a repeated-median based filter with automatic outlier replacement and shift detection is provided; see Fried (2004) <doi:10.1080/10485250410001656444>.
How to cite:
Roland Fried (2008). robfilter: Robust Time Series Filters. R package version 4.1.4, https://cran.r-project.org/web/packages/robfilter
Previous versions and publish date:
1.0 (2008-01-29 20:29), 2.0 (2008-08-06 17:30), 2.1 (2008-08-20 14:14), 2.2 (2008-09-28 20:25), 2.3 (2008-10-13 12:10), 2.4 (2008-12-13 11:30), 2.5 (2009-06-18 14:23), 2.6.1 (2010-04-22 19:10), 2.6 (2010-01-28 17:22), 3.0 (2011-07-28 19:54), 3.1 (2012-08-08 09:50), 3.2 (2012-08-21 09:53), 4.0 (2012-09-13 18:22), 4.1.1 (2018-05-17 10:36), 4.1.2 (2019-11-21 15:00), 4.1.3 (2022-11-06 22:20), 4.1 (2014-12-05 12:55)
Other packages that cited robfilter R package
View robfilter citation profile
Other R packages that robfilter depends,
imports, suggests or enhances
Functions, R codes and Examples using
the robfilter R package
Some associated functions: adore.filter . const.Q . const . critvals . dfs . dr.filter . dw.filter . hybrid.filter . lms.filter . lqd.filter . lts.filter . madore.filter . med.filter . mscarm.filter . multi.ts . rm.filter . robfilter-package . robreg.filter . robust.filter . scarm.filter . sizecor . timecor . var.n . wrm.filter . wrm.smooth .
Some associated R codes: adore.filter.R . dr.filter.R . dw.filter.R . hybrid.filter.R . lms.filter.R . lqd.filter.R . lts.filter.R . madore.filter.R . med.filter.R . mscarm.filter.R . rm.filter.R . robregfilter.R . robust-filter.R . scarm.filter.R . weighted-quantile-top.R . weighted-quantile.R . wrm-filter.R . wrm-smooth.R . Full robfilter package functions and examples
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