mheart1s20: Fictional Heart Attack Data with Missing BMI

In ellessenne/mice.mcerror: Calculate Monte Carlo Error Estimates for Statistics Computed Using Multiply Imputed Data

Fictional Heart Attack Data with Missing BMI

Description

Fictional heart attack data with missing BMI information, imported from Stata 17. This dataset includes 20 multiply imputed copies of the same dataset, stacked on top of each other in long format.

Usage

mheart1s20

mheart1s20.mice

Format

A data frame with 594 rows and 9 variables:

• attack Binary outcome;

• smokes Binary covariate;

• age Continuous covariate

• bmi Continuous covariate with some degree of missingness;

• female Binary covariate;

• hsgrad Binary covariate;

• X_mi_id Subject-specific IDContinuous covariate with some degree of missingness (from Stata's internal mi structure);

• X_mi_miss Missingness indicator variable (from Stata's internal mi structure);

• X_mi_m Identifies each imputed dataset (from Stata's internal mi structure).

An object of class mids of length 5.

Note

The original dataset with missingness consists of 154 patients and can be obtained by subsetting for X_mi_m == 0.

A version of this dataset in mids format (for compatibility with mice is included).

References

http://www.stata-press.com/data/r17/mheart1s20.dta

Examples

data("mheart1s20", package = "mice.mcerror")
data("mheart1s20.mice", package = "mice.mcerror")

ellessenne/mice.mcerror documentation built on May 5, 2022, 12:34 a.m.