tidy.mira: Tidy multiple imputation models created with 'mice'

In LukasWallrich/rNuggets: Useful Helper Functions for (Academic) Data Analysis

Tidy multiple imputation models created with 'mice'

Description

Note that the 'mice' authors prefer to tidy 'mipo' rather than 'mira' objects and have now included 'tidy.mipo' and 'glance.mipo' into their package. The 'mira' functions here are mostly retained for compatibility with my earlier code.

Usage

## S3 method for class 'mira'
tidy(x, conf.int = TRUE, conf.level = 0.95, ...)

Arguments

x	A 'mira' object containing multiple models based on 'mice' imputations.
conf.int	Logical. Should confidence intervals be returned. Defaults to true.
conf.level	Confidence level for intervals. Defaults to .95
...	extra arguments (not used)

Note

Available stats in result:

• estimate

• ubar

• b

• t

• dfcom

• df

• riv

• lambda

• fmi

• p.value

• conf.low (if called with conf.int = TRUE)

• conf.high (if called with conf.int = TRUE)

LukasWallrich/rNuggets documentation built on Aug. 26, 2022, 11:03 a.m.