findSafeVars: Return variables with sufficient variation for cLHS
In ncss-tech/soilReports: R Markdown Reports and Convenience Functions for Soil Survey
findSafeVars R Documentation
Return variables with sufficient variation for cLHS
Description
Datasets that are nearly or completely invariant can pose issues for the cLHS algorithm. This function identifies vairables that have standard deviation smaller than a specified tolerance. Default: 1e-5
Usage
findSafeVars(x, id, tol = 1e-05)
Arguments
x
data.frame in wide format
id
vector of IDs variables to exclude from SD test, first element is the group ID
tol
tolerance for near-0 SD test; Default: 1e-5
Value
A character vector of "safe" column names
ncss-tech/soilReports documentation built on April 25, 2024, 1:03 a.m.
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| findSafeVars | R Documentation |
Return variables with sufficient variation for cLHS
Description
Datasets that are nearly or completely invariant can pose issues for the cLHS algorithm. This function identifies vairables that have standard deviation smaller than a specified tolerance. Default: 1e-5
Usage
findSafeVars(x, id, tol = 1e-05)
Arguments
x |
data.frame in wide format |
id |
vector of IDs variables to exclude from SD test, first element is the group ID |
tol |
tolerance for near-0 SD test; Default: |
Value
A character vector of "safe" column names
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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