Description Usage Arguments Details Value Functions out_tukeyline out_medianreg out_median See Also
Outlier substitution by different methods
1 2 3 4 5 | out_tukeyline(y, k = 5L, parent_logger = "test")
out_medianreg(y, k = 5L, parent_logger = "test")
out_median(y, k = 5L, parent_logger = "test")
|
y |
vector of values for outlier substitution |
k |
window semi-value (integer) for substitution value calculation. See 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
.
a vector of the same lengh of y with the outlier values substituted by the calculated value
out_tukeyline
:
out_medianreg
:
out_median
:
out_tukeyline
performs a robust fitting with the line
function
out_medianreg
performs a regression of medians with the quantreg package
out_median
performs a classic median outlier detection
Other outliers: out_hampel_filter
,
out_remove
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