correlation: correlation
In DataScienceSalon/analyzR: Data Analysis Functions
Description
Usage
Arguments
Details
Value
Author(s)
See Also
Description
correlation Computes and summarizes a correlation matrix
Usage
1
correlation(x, target = NULL, threshold = 0, bigMatrix = 10)
Arguments
x
dataframe containing data to be analyzed
target
optional character string containing the column name
for the target variable. If this is provided, the target variable
will be excluded from the analysis. Submit the target variable
when analyzing correlations only among predictors.
threshold
numeric indicating the minimum correlation threshold
to be reported in the correlation table.
bigMatrix
Numeric indicating the number of terms above which
the terms are replaced with short labels for plotting.
Details
Creates a correlation matrix and summarizes pairwise correlations
in a correlation table.
Value
List containing the correlation matrix and pairwise correlation
table. If there are greater than 10 variables, the variable names
are replaced by a 2-3 character label for plotting purposes.
Author(s)
John James, jjames@datasciencesalon.org
See Also
Other Correlation Functions: corrTest
DataScienceSalon/analyzR documentation built on May 7, 2019, 7:40 a.m.
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Description Usage Arguments Details Value Author(s) See Also
Description
correlation Computes and summarizes a correlation matrix
Usage
1 | correlation(x, target = NULL, threshold = 0, bigMatrix = 10)
|
Arguments
x |
dataframe containing data to be analyzed |
target |
optional character string containing the column name for the target variable. If this is provided, the target variable will be excluded from the analysis. Submit the target variable when analyzing correlations only among predictors. |
threshold |
numeric indicating the minimum correlation threshold to be reported in the correlation table. |
bigMatrix |
Numeric indicating the number of terms above which the terms are replaced with short labels for plotting. |
Details
Creates a correlation matrix and summarizes pairwise correlations in a correlation table.
Value
List containing the correlation matrix and pairwise correlation table. If there are greater than 10 variables, the variable names are replaced by a 2-3 character label for plotting purposes.
Author(s)
John James, jjames@datasciencesalon.org
See Also
Other Correlation Functions: corrTest
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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