buildConsensus {yaImpute} | R Documentation |
Finds the consensus imputations among a list of yai objects
Description
Several objects of class yai
are combined into a new
object forming a consensus among the many. The intention is that the many would
be formed by running yai several times with bootstrap=TRUE
or by varying
other options.
Usage
buildConsensus(reps, noTrgs=FALSE, noRefs=FALSE, k=NULL)
Arguments
reps |
a list of objects class |
noTrgs |
If |
noRefs |
If |
k |
If not specified, the minimum value of |
Value
An object of class yai
Author(s)
Nicholas L. Crookston ncrookston.fs@gmail.com
John Coulston jcoulston@fs.fed.us
See Also
Examples
require (yaImpute)
data(iris)
set.seed(123)
# form some test data, y's are defined only for reference
# observations.
refs=sample(rownames(iris),50)
x <- iris[,1:2] # Sepal.Length Sepal.Width
y <- iris[refs,3:4] # Petal.Length Petal.Width
reps <- replicate(20, yai(x=x,y=y,method="msn",bootstrap=TRUE,k=2),
simplify=FALSE)
buildConsensus(reps)
[Package yaImpute version 1.0-34 Index]