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cds
View on CRAN: Click
here
Download and install cds package within the R console
Install from CRAN:
install.packages("cds")
Install from Github:
library("remotes")
install_github("cran/cds")
Install by package version:
library("remotes")
install_version("cds", "1.0.3")
Attach the package and use:
library("cds")
Maintained by
Pieter Schoonees
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-02-16
Latest Update: 2016-01-05
Description:
This is an implementation of constrained dual scaling for
detecting response styles in categorical data, including utility functions. The
procedure involves adding additional columns to the data matrix representing the
boundaries between the rating categories. The resulting matrix is then doubled
and analyzed by dual scaling. One-dimensional solutions are sought which provide
optimal scores for the rating categories. These optimal scores are constrained
to follow monotone quadratic splines. Clusters are introduced within which the
response styles can vary. The type of response style present in a cluster can
be diagnosed from the optimal scores for said cluster, and this can be used to
construct an imputed version of the data set which adjusts for response styles.
How to cite:
Pieter Schoonees (2015). cds: Constrained Dual Scaling for Detecting Response Styles. R package version 1.0.3, https://cran.r-project.org/web/packages/cds. Accessed 04 Jan. 2025.
Previous versions and publish date:
Other packages that cited cds R package
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Other R packages that cds depends,
imports, suggests or enhances
Complete documentation for cds
Functions, R codes and Examples using
the cds R package
Some associated functions: G.start . Lfun.G.upd . Lfun . addbounds . approxloads . calc.wt.bubbles . cds-package . cds . cds.sim . cdstoclue . clean.scales . create.ind . create.rs . createcdsdata . datsim . gen.cop . genPCA . group.ALS . indmat . ispline . orthprocr . plot.cds . plot.cdslist . print.cds . print.cdsdata . rcormat . rcovmat . sensory.aux . sensory . simpca . trQnorm . trRnorm . updateG .
Some associated R codes: G.start.R . Lfun.G.upd.R . Lfun.R . addbounds.R . approxloads.R . calc.wt.bubbles.R . cds-package.R . cds.R . cds.sim.R . cdstoclue.R . clean.scales.R . clean.scales.cds.R . clean.scales.cdslist.R . create.ind.R . create.rs.R . createcdsdata.R . datsim.R . gen.cop.R . genPCA.R . group.ALS.R . indmat.R . ispline.R . orthprocr.R . plot.cds.R . plot.cdslist.R . print.cds.R . print.cdsdata.R . rcormat.R . rcovmat.R . sensory.R . sensory.aux.R . simpca.R . trQnorm.R . trRnorm.R . updateG.R . Full cds package functions and examples
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