1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85
|
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/efa.R
\name{rotate-deprecated}
\alias{rotate-deprecated}
\title{Implement orthogonal or oblique rotation}
\usage{
orthRotate(object, method = "varimax", ...)
oblqRotate(object, method = "quartimin", ...)
funRotate(object, fun, ...)
}
\arguments{
\item{object}{A lavaan output}
\item{method}{The method of rotations, such as \code{"varimax"},
\code{"quartimax"}, \code{"geomin"}, \code{"oblimin"}, or any gradient
projection algorithms listed in the \code{\link[GPArotation]{GPA}} function
in the \code{GPArotation} package.}
\item{fun}{The name of the function that users wish to rotate the
standardized solution. The functions must take the first argument as the
standardized loading matrix and return the \code{GPArotation} object. Check
this page for available functions: \code{\link[GPArotation]{rotations}}.}
\item{\dots}{Additional arguments for the \code{\link[GPArotation]{GPForth}}
function (for \code{orthRotate}), the \code{\link[GPArotation]{GPFoblq}}
function (for \code{oblqRotate}), or the function that users provide in the
\code{fun} argument.}
}
\value{
An \code{linkS4class{EFA}} object that saves the rotated EFA solution
}
\description{
These functions will implement orthogonal or oblique rotation on
standardized factor loadings from a lavaan output.
}
\details{
These functions will rotate the unrotated standardized factor loadings by
orthogonal rotation using the \code{\link[GPArotation]{GPForth}} function or
oblique rotation using the \code{\link[GPArotation]{GPFoblq}} function the
\code{GPArotation} package. The resulting rotation matrix will be used to
calculate standard errors of the rotated standardized factor loading by
delta method by numerically computing the Jacobian matrix by the
\code{\link[lavaan]{lav_func_jacobian_simple}} function.
}
\examples{
\donttest{
unrotated <- efaUnrotate(HolzingerSwineford1939, nf = 3,
varList = paste0("x", 1:9), estimator = "mlr")
# Orthogonal varimax
out.varimax <- orthRotate(unrotated, method = "varimax")
summary(out.varimax, sort = FALSE, suppress = 0.3)
# Orthogonal Quartimin
orthRotate(unrotated, method = "quartimin")
# Oblique Quartimin
oblqRotate(unrotated, method = "quartimin")
# Geomin
oblqRotate(unrotated, method = "geomin")
# Target rotation
library(GPArotation)
target <- matrix(0, 9, 3)
target[1:3, 1] <- NA
target[4:6, 2] <- NA
target[7:9, 3] <- NA
colnames(target) <- c("factor1", "factor2", "factor3")
## This function works with GPArotation version 2012.3-1
funRotate(unrotated, fun = "targetQ", Target = target)
}
}
\seealso{
\code{\link{semTools-deprecated}}
}
\author{
Sunthud Pornprasertmanit (\email{psunthud@gmail.com})
}
\keyword{internal}
|