lm.mids {mice} | R Documentation |
Applies lm()
to multiply imputed data set
## S3 method for class 'mids' lm(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 |
data |
An object of type 'mids', which stands for 'multiply imputed data set', typically
created by a call to function |
... |
Additional parameters passed to |
This function is included for backward compatibility with V1.0. The function is
superseeded by with.mids
.
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 Groothuis-Oudshoorn, 2000
Van Buuren, S., Groothuis-Oudshoorn, K. (2011).
mice
: Multivariate Imputation by Chained Equations in R
.
Journal of Statistical Software, 45(3), 1-67.
http://www.jstatsoft.org/v45/i03/
imp <- mice(nhanes) fit <- lm.mids(bmi~hyp+chl,data=imp)