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boxfilter (version 0.2)

Filter Noisy Data

Description

Noise filter based on determining the proportion of neighboring points. A false point will be rejected if it has only few neighbors, but accepted if the proportion of neighbors in a rectangular frame is high. The size of the rectangular frame as well as the cut-off value, i.e. of a minimum proportion of neighbor-points, may be supplied or can be calculated automatically. Originally designed for the cleaning of heart rates, but suitable for filtering any slowly-changing physiological variable.For more information see Signer (2010).

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Version

Install

install.packages('boxfilter')

Monthly Downloads

201

Version

0.2

License

GPL (>= 3)

Maintainer

Thomas Ruf

Last Published

May 24th, 2023

Functions in boxfilter (0.2)

showdata

Boxfilter function
summary.boxclip

Summarize boxclip results
wb_month

One month of heart rates and their quality in a wild boar. Quality was assessed by Star-Oddi, Island.
boxclip

Boxfilter Main Function
sleepduration

data centering around sleeop in a humam
ibex_hr

One year of heart rates of a capricorn free-living in the alps.
wb_year

One year of heart rates of a wild boar female.
store

Store data
clipview

Get View Of Different clipit Values