capping: Extreme values treatment
In zky0708/2DImpute: 2DImpute: Imputing scRNA-seq data from correlations in both dimensions
Description
Usage
Arguments
Details
Value
Description
This function treats extreme values by winsorization.
Usage
1
capping(x)
Arguments
x
A vector containing numeric numbers.
Details
For values that lie outside the 1.5*IQR limits, we cap
them by replacing those observations outside the lower
limit with the value of 5th %ile, and those that lie
above the upper limit with the value of 95th %ile.
Value
A vector with the same length as the input,
in which extreme values have been treated.
zky0708/2DImpute documentation built on March 12, 2020, 3:13 a.m.
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Description Usage Arguments Details Value
Description
This function treats extreme values by winsorization.
Usage
1 | capping(x)
|
Arguments
x |
A vector containing numeric numbers. |
Details
For values that lie outside the 1.5*IQR limits, we cap them by replacing those observations outside the lower limit with the value of 5th %ile, and those that lie above the upper limit with the value of 95th %ile.
Value
A vector with the same length as the input, in which extreme values have been treated.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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