lm.mids {mice} | R Documentation |
Applies lm()
to multiply imputed data set
lm.mids(formula, data, ...)
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 |
An objects of class 'mira', which stands for 'multiply imputed repeated analysis'.
This object contains data$m
distinct lm.objects
, plus some descriptive information.
Stef van Buuren, Karin Oudshoorn, 2000
Van Buuren, S., Groothuis-Oudshoorn, C.G.M. (2000). Multivariate Imputation by Chained Equations: MICE V1.0 User's manual. Leiden: TNO Quality of Life. http://www.stefvanbuuren.nl/publications/MICE V1.0 Manual TNO00038 2000.pdf
data(nhanes) imp <- mice(nhanes) fit <- lm.mids(bmi~hyp+chl,data=imp)