packDAMipd (version 1.1.0)

do_diagnostic_glm: Do the diagnostic test for glm model assumption

Description

Do the diagnostic test for glm model assumption

Usage

do_diagnostic_glm(
  method = "glm",
  fit,
  expression_recreated,
  param_to_be_estimated,
  dataset,
  indep_var,
  covariates,
  interaction
)

Value

the results of the regression analysis

Arguments

method

param describing the methods, expects glm

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

Examples

# \donttest{
datafile = system.file("extdata", "binary.csv", package = "packDAMipd")
mydata <- read.csv(datafile)
results_logit <- use_generalised_linear_model("admit",dataset = mydata,
indep_var = "gre", family = "binomial", covariates = NA,
interaction = FALSE,naaction = "na.omit", link = NA)
do_diagnostic_glm("glm", results_logit$fit, results_logit$fit$call,
"admit",mydata, "gre", covariates = NA, interaction = FALSE)
# }