do_diagnostic_linear_regression: Do the diagnostic test for lm model assumption

In packDAMipd: Decision Analysis Modelling Package with Parameters Estimation Ability from Individual Patient Level Data

Description

Do the diagnostic test for lm model assumption

Usage

do_diagnostic_linear_regression(
  method,
  fit,
  expression_recreated,
  param_to_be_estimated,
  dataset,
  indep_var,
  covariates,
  interaction
)

Arguments

method	param describing the methods, expects lm
expression_recreated	the expression recreated for calling lm
param_to_be_estimated	parameter of interest
dataset	data set to be provided
indep_var	the independent variable (column name in data file)
covariates	list of covariates - calculations to be done before passing
interaction	boolean value to indicate interaction in the case of linear regression, false by default

Value

the results of the regression analysis

Examples

datafile = system.file("extdata", "binary.csv", package = "packDAMipd")
mydata <- read.csv(datafile)
results_logit <- use_linear_regression("admit",dataset = mydata,
indep_var = "gre",covariates = NA, interaction = FALSE)
do_diagnostic_linear_regression("lm", results_logit$fit,
results_logit$fit$call,
"admit", mydata, "gre", covariates = NA , interaction= FALSE)

packDAMipd documentation built on March 3, 2021, 5:07 p.m.