Poole, Keith and Lewis, Jeffrey and Rosenthal, Howard and Lo, James and Carroll, Royce (2016) Recovering a Basic Space from Issue Scales in<i>R</i>. Journal of Statistical Software, 69 (7). pp. 1-21. DOI https://doi.org/10.18637/jss.v069.i07
Poole, Keith and Lewis, Jeffrey and Rosenthal, Howard and Lo, James and Carroll, Royce (2016) Recovering a Basic Space from Issue Scales in<i>R</i>. Journal of Statistical Software, 69 (7). pp. 1-21. DOI https://doi.org/10.18637/jss.v069.i07
Poole, Keith and Lewis, Jeffrey and Rosenthal, Howard and Lo, James and Carroll, Royce (2016) Recovering a Basic Space from Issue Scales in<i>R</i>. Journal of Statistical Software, 69 (7). pp. 1-21. DOI https://doi.org/10.18637/jss.v069.i07
Abstract
Basicspace is an R package that conducts Aldrich-McKelvey and Blackbox scaling to recover estimates of the underlying latent dimensions of issue scale data. We illustrate several applications of the package to survey data commonly used in the social sciences. Monte Carlo tests demonstrate that the procedure can recover latent dimensions and reproduce the matrix of responses at moderate levels of error and missing data.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | multivariate; R; scaling |
| Subjects: | H Social Sciences > HA Statistics |
| Divisions: | Faculty of Social Sciences Faculty of Social Sciences > Government, Department of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 30 Sep 2016 14:37 |
| Last Modified: | 30 Oct 2024 19:21 |
| URI: | http://repository.essex.ac.uk/id/eprint/17677 |
Available files
Filename: v69i07.pdf
Licence: Creative Commons: Attribution 3.0
Filename: basicspace_0.17.tar.gz
Description: basicspace_0.17.tar.gz: R source package
Filename: v69i07.R
Description: v69i07.R: R replication code