mice (version 3.4.0)

lm.mids: Linear regression for mids object

Description

Applies lm() to multiply imputed data set

Usage

lm.mids(formula, data, ...)

Arguments

formula

a formula object, with the response on the left of a ~ operator, and the terms, separated by + operators, on the right. See the documentation of lm and formula for details.

data

An object of type 'mids', which stands for 'multiply imputed data set', typically created by a call to function mice().

…

Additional parameters passed to lm

Value

An objects of class mira, which stands for 'multiply imputed repeated analysis'. This object contains data$m distinct lm.objects, plus some descriptive information.

Details

This function is included for backward compatibility with V1.0. The function is superseded by with.mids.

References

Van Buuren, S., Groothuis-Oudshoorn, K. (2011). mice: Multivariate Imputation by Chained Equations in R. Journal of Statistical Software, 45(3), 1-67. https://www.jstatsoft.org/v45/i03/

See Also

lm, mids, mira

Examples

# NOT RUN {

imp <- mice(nhanes)
fit <- lm.mids(bmi~hyp+chl, data = imp)
fit

# }