is.mimipo: Checks for the 'mimipo' Class

In MatchThem: Matching and Weighting Multiply Imputed Datasets

Checks for the mimipo Class

Description

is.mimipo() function checks whether class of objects is mimipo or not.

Usage

is.mimipo(object)

Arguments

object

This argument specifies the object that should be checked to see if it is of the mimipo class or not.

Details

The class of objects is checked to be of the mimipo.

Value

This function returns a logical value indicating whether object is of the mimipo class.

Author(s)

Farhad Pishgar

See Also

pool

mimipo

Examples

#Loading libraries
library(MatchThem)
library(survey)

#Loading the dataset
data(osteoarthritis)

#Multiply imputing the missing values
imputed.datasets <- mice::mice(osteoarthritis, m = 5)

#Estimating weights of observations in the multiply imputed datasets
weighted.datasets <- weightthem(OSP ~ AGE + SEX + BMI + RAC + SMK,
                                imputed.datasets,
                                approach = 'within',
                                method = 'ps',
                                estimand = "ATT")

#Analyzing the weighted datasets
models <- with(data = weighted.datasets,
               exp = svyglm(KOA ~ OSP, family = binomial))

#Pooling results obtained from analysing the datasets
results <- pool(models)

#Checking the 'results' object
is.mimipo(results)
is(results)

MatchThem documentation built on July 10, 2023, 1:59 a.m.