Learn R Programming
RegAssure (version 1.0.0)

check_lm_assumptions: Check Linear Regression Model Assumptions

Description

This function verifies assumptions for various linear regression models, including OLS, WLS, censored, and trunmessageed models.

Usage

check_lm_assumptions(
  model,
  studentize = TRUE,
  iterations = 1000,
  exact = NULL,
  simulate.p.value = FALSE,
  B = 2000,
  simulate = TRUE
)

Value

A list containing the results of assumption checks.

Arguments

model

Object of class 'lm'. The fitted linear regression model.

studentize

Argument of bptest function. Default is TRUE.

iterations

Argument of dwtest function. Default is 1000.

exact

Argument of ks.test function. Default is NULL.

simulate.p.value

Argument of ks.test function. Default is FALSE.

B

Argument of ks.test function. Default is 2000.

simulate

Argument of durbinWatsonTest function. Default is TRUE.