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cds  

Constrained Dual Scaling for Detecting Response Styles
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]
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 03 Dec. 2024.
Previous versions and publish date:
1.0.1 (2015-02-24 12:56), 1.0.2 (2015-08-15 23:06), 1.0 (2015-02-16 19:23)
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