r2describe

Summarize Strength of Relationships Using R-Squared From Linear Regression

r2describe(x, nvmax = 10)

Arguments

x

numeric matrix with 2 or more columns

nvmax

maxmum number of columns of x to use in predicting a given column

Value

nothing

Details

Function to use leaps::regsubsets() to briefly describe which variables more strongly predict another variable. Variables are in a numeric matrix and are assumed to be transformed so that relationships are linear (e.g., using redun() or transcan().)

Author

Frank Harrell

Examples

if (FALSE) { # \dontrun{
r <- redun(...)
r2describe(r$scores)
} # }