Template Multiple Regression — template

This function performs a multiple regression on the provided source table with the specified response and covariates using the chosen regression method.

Usage

template_multireg(
  source_tab,
  response,
  covars,
  method = c("lm", "rlm", "nnls", "logistic"),
  intercept = TRUE
)

Arguments

source_tab: A data frame containing the source maps.
response: A character string specifying the column name of the response variable.
covars: A character vector specifying the column names of the covariates.
method: A character vector of available regression methods. Default is c("lm", "rlm", "nnls", "logistic"). The selected method will be used for the regression analysis. - "lm": Linear regression (default). - "rlm": Robust linear regression. - "nnls": Non-negative least squares. - "logistic": Logistic regression.
intercept: A logical value indicating whether to include an intercept term in the model. Default is TRUE.

Value

A data frame with the source table augmented with a new column, multireg, containing the results of the multiple regression analysis.