Description Usage Arguments Details Value Author(s) References See Also Examples
The binditmice()
function binds a dataframe to each imputed dataset of the mids
, mimids
, or wimids
class objects in a row-wise fashion.
1 |
datasets |
This argument specifies an object of the |
data |
This argument specifies a dataframe. |
This functions can be used instead of the cbind()
function (from the mice package).
This function returns an object of the mids
, mimids
, or wimids
class after binding a dataframe to each imputed dataset of the inputted object.
Farhad Pishgar
Stef van Buuren and Karin Groothuis-Oudshoorn (2011). mice
: Multivariate Imputation by Chained Equations in R
. Journal of Statistical Software, 45(3): 1-67. https://www.jstatsoft.org/v45/i03/
1 2 3 4 5 6 7 8 9 10 11 12 13 14 | #Loading the 'dt.osa' and 'dt.osp' datasets
data(dt.osa)
data(dt.osp)
#Imputing missing data points in the'dt.osa' dataset
datasets <- mice(dt.osa, m = 5, maxit = 1,
method = c("", "", "mean", "", "polyreg", "logreg", "logreg"))
#Matching the imputed datasets, 'datasets'
matcheddatasets <- matchitmice(KOA ~ SEX + AGE + SMK, datasets,
approach = 'within', method = 'exact')
#Binding the dataframe, 'dt.osp', to each imputed dataset of the 'matcheddatasets' object
matcheddatasets <- binditmice(matcheddatasets, dt.osp)
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