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Gunther Schauberger authored and cran-robot committed Jul 22, 2016
1 parent efaf520 commit 29e0433
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8 changes: 4 additions & 4 deletions DESCRIPTION 100755 → 100644
Expand Up @@ -2,15 +2,15 @@ Package: DIFboost
Type: Package
Title: Detection of Differential Item Functioning (DIF) in Rasch Models
by Boosting Techniques
Version: 0.1
Date: 2015-08-19
Version: 0.2
Date: 2016-07-21
Imports: mboost, penalized, stabs
Author: Gunther Schauberger
Maintainer: Gunther Schauberger <gunther@stat.uni-muenchen.de>
Description: Performs detection of Differential Item Functioning using the method DIFboost as proposed in Schauberger and Tutz (2015): Detection of Differential item functioning in Rasch models by boosting techniques, British Journal of Mathematical and Statistical Psychology.
License: GPL-2
LazyLoad: yes
Packaged: 2016-07-21 14:38:13 UTC; schaubergerg
NeedsCompilation: no
Packaged: 2015-08-19 15:26:20 UTC; schaubergerg
Repository: CRAN
Date/Publication: 2015-08-19 17:38:58
Date/Publication: 2016-07-22 14:58:37
14 changes: 7 additions & 7 deletions MD5
@@ -1,10 +1,10 @@
844b4efd765fe9cb4d7dc58e460f99ae *DESCRIPTION
b025c0b1346e9b20ef025fb54a8f6b1f *DESCRIPTION
a9b970ebac4afc6216517192b8196c11 *NAMESPACE
a4d9d26d5c8c274393fa730a21d2d06f *R/DIFboost-internal.R
847f657bf4b9ebcf0312dd05255a5a63 *R/DIFboost.R
c5731cc9068a65a7dec716044bf25f61 *R/DIFboost.R
842fba54f82f8b40877d82bea5a981bb *R/print.DIFboost.R
2ff80e279410c1239785c28977f8d481 *data/simul.data.rda
210974d2e7f7c9e3da8240599cbdd67d *man/DIFboost-package.Rd
602fdc04a576fe8780a4fb076e5ba80e *man/DIFboost.Rd
43c4a9005398352539e00b574d015e57 *man/print.DIFboost.Rd
1cf11066dcb645e048c14076b9bc84c9 *man/simul.data.Rd
6f86099ec98501b1cf6942a7027adb95 *data/simul.data.rda
3b8b3451311fd747ba46b8397d2576c4 *man/DIFboost-package.Rd
618a16e3f79a0f9b3f02c777271d5cee *man/DIFboost.Rd
7312e97c37ebdd72799cd9064202bef5 *man/print.DIFboost.Rd
4ba7f97549ec926dc9e550f953ad9519 *man/simul.data.Rd
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5 changes: 3 additions & 2 deletions R/DIFboost.R 100755 → 100644
Expand Up @@ -119,7 +119,7 @@ smp<- sample(1:P,floor(P/2))
# perform stability selection
m2 <- stabsel(m1,q=q ,cutoff=cutoff, folds = folds, mc.cores=mc.cores)

# extract selected base learners/items
# extract selected base learners/items
selected <- as.numeric(which(apply(m2$phat,1,max)>cutoff))

# extract selected columns from design matrix
Expand Down Expand Up @@ -150,7 +150,8 @@ form2 <- as.formula(paste("~ ",paste("V",1:ncol(design.matrix),sep="",collapse="
m3 <- penalized(response=XP,unpenalized=form1,penalized=form2,lambda1=0,lambda2=0.0001,data=refit.data,model="logistic")

# extract relevant estimates
coefs <- coef(m3)
#coefs <- coef(m3)
coefs <- m3@penalized

theta.hat <- head(coefs,P)
beta.hat <- coefs[(P+1):(P + I - 1)]
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2 changes: 1 addition & 1 deletion man/DIFboost-package.Rd 100755 → 100644
Expand Up @@ -16,7 +16,7 @@ Gunther Schauberger\cr
\url{http://www.statistik.lmu.de/~schauberger/}
}
\references{
Schauberger, Gunther and Tutz, Gerhard (2015): \emph{Detection of Differential Item Functioning in Rasch Models by Boosting Techniques}, British Journal of Mathematical and Statistical Psychology, published online
Schauberger, Gunther and Tutz, Gerhard (2016): \emph{Detection of Differential Item Functioning in Rasch Models by Boosting Techniques}, British Journal of Mathematical and Statistical Psychology, 69(1), 80 - 103
}
\seealso{
\code{\link{DIFboost}}, \code{\link{print.DIFboost}}
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2 changes: 1 addition & 1 deletion man/DIFboost.Rd 100755 → 100644
Expand Up @@ -62,7 +62,7 @@ The method assumes the DIFmodel from Tutz and Schauberger (2015) where boosting
\item{cutoff}{cutoff value used for stability selection}
}
\references{
Schauberger, Gunther and Tutz, Gerhard (2015): \emph{Detection of Differential Item Functioning in Rasch Models by Boosting Techniques}, British Journal of Mathematical and Statistical Psychology, published online
Schauberger, Gunther and Tutz, Gerhard (2016): \emph{Detection of Differential Item Functioning in Rasch Models by Boosting Techniques}, British Journal of Mathematical and Statistical Psychology, 69(1), 80 - 103
}
\author{
Gunther Schauberger\cr
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2 changes: 1 addition & 1 deletion man/print.DIFboost.Rd 100755 → 100644
Expand Up @@ -20,7 +20,7 @@ Further arguments to be passed to the \code{\link[base:print]{print}} function.
}

\references{
Schauberger, Gunther and Tutz, Gerhard (2015): \emph{Detection of Differential Item Functioning in Rasch Models by Boosting Techniques}, British Journal of Mathematical and Statistical Psychology, published online
Schauberger, Gunther and Tutz, Gerhard (2016): \emph{Detection of Differential Item Functioning in Rasch Models by Boosting Techniques}, British Journal of Mathematical and Statistical Psychology, 69(1), 80 - 103
}
\author{
Gunther Schauberger\cr
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2 changes: 1 addition & 1 deletion man/simul.data.Rd 100755 → 100644
Expand Up @@ -25,7 +25,7 @@ Simulated data set with 100 persons, 10 items and 3 (standardized) covariates. I
}
}
\references{
Schauberger, Gunther and Tutz, Gerhard (2015): \emph{Detection of Differential Item Functioning in Rasch Models by Boosting Techniques}, British Journal of Mathematical and Statistical Psychology, published online
Schauberger, Gunther and Tutz, Gerhard (2016): \emph{Detection of Differential Item Functioning in Rasch Models by Boosting Techniques}, British Journal of Mathematical and Statistical Psychology, 69(1), 80 - 103
}
\author{
Gunther Schauberger\cr
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