association: association
In DataScienceSalon/analyzR: Data Analysis Functions

Description Usage Arguments Details Value Author(s)

View source: R/association.R

association Computes and summarizes an association matrix

1	association(x, target = NULL, threshold = 0, bigMatrix = 10)

`x`	dataframe containing data to be analyzed. Categorical variables must be factors.
`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 associations only among predictors.
`threshold`	numeric indicating the minimum association threshold to be reported in the association table.
`bigMatrix`	Numeric indicating the number of terms, above which, the terms are replaced by short labels for association plotting.

Creates a association matrix and summarizes pairwise associations in a association table.

List containing the association matrix and pairwise association table. If there are greater than 10 variables, the variable names are replaced by a 2-3 character label for plotting purposes.

John James, jjames@datasciencesalon.org

DataScienceSalon/analyzR documentation built on May 7, 2019, 7:40 a.m.