Other packages > Find by keyword >

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", "1.0.4")



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:
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 1.0.4, https://cran.r-project.org/web/packages/cds. Accessed 28 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:25), 1.0.1 (2015-02-24 12:56), 1.0.2 (2015-08-15 23:06), 1.0.3 (2016-01-05 14:29), 1.0.4 (2025-04-15 21:40), 1.0 (2015-02-16 19:23)
Other packages that cited cds R package
View cds citation profile
Other R packages that cds depends, imports, suggests or enhances
Complete documentation for cds
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency  
mxnorm  
Apply Normalization Methods to Multiplexed Images
Implements methods to normalize multiplexed imaging data, including statistical metrics and visuali ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA