multiSLM: multiSLM
In DataScienceSalon/analyzR: Data Analysis Functions
Description
Usage
Arguments
Details
Value
Author(s)
See Also
Description
multiSLM Performs simple linear regression on multiple variables.
Usage
1
multiSLM(x, vars, target)
Arguments
x
Dataframe to be summarized
vars
Character vector containing the names of the variables to analyse
target
Column name of target variable.
Details
Performs simple linear regression on multiple variables
vis-a-vis the target variable and returns a list containing the models,
the regression results and the statistics. The regression statisics for
each variable are summarized in descending order of r squared.
Value
A list containing a list of model information by predictor and a
dataframe summarizing regression statistics by predictor. The model information
is comprised of a list containing the model object, the regression results,
and the regression statistics.
Author(s)
John James, jjames@datasciencesalon.org
See Also
Other Analysis Functions: assocMatrix
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
multiSLM Performs simple linear regression on multiple variables.
Usage
1 | multiSLM(x, vars, target)
|
Arguments
x |
Dataframe to be summarized |
vars |
Character vector containing the names of the variables to analyse |
target |
Column name of target variable. |
Details
Performs simple linear regression on multiple variables vis-a-vis the target variable and returns a list containing the models, the regression results and the statistics. The regression statisics for each variable are summarized in descending order of r squared.
Value
A list containing a list of model information by predictor and a dataframe summarizing regression statistics by predictor. The model information is comprised of a list containing the model object, the regression results, and the regression statistics.
Author(s)
John James, jjames@datasciencesalon.org
See Also
Other Analysis Functions: assocMatrix
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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