outlier_subs: Outliers substitution

Description Usage Arguments Details Value Functions out_tukeyline out_medianreg out_median See Also

Description

Outlier substitution by different methods

Usage

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out_tukeyline(y, k = 5L, parent_logger = "test")

out_medianreg(y, k = 5L, parent_logger = "test")

out_median(y, k = 5L, parent_logger = "test")

Arguments

y

vector of values for outlier substitution

k

window semi-value (integer) for substitution value calculation. See details.

Details

k is the semi-value of the desired window for substitute value calculation. The window is formed by the range y[i] - k : y[i] + k.

Value

a vector of the same lengh of y with the outlier values substituted by the calculated value

Functions

out_tukeyline

out_tukeyline performs a robust fitting with the line function

out_medianreg

out_medianreg performs a regression of medians with the quantreg package

out_median

out_median performs a classic median outlier detection

See Also

Other outliers: out_hampel_filter, out_remove


sapfluxnet/sapfluxnetQC2 documentation built on May 29, 2019, 1:50 p.m.