Package: PSinference 0.2.1
PSinference: Inference for Released Plug-in Sampling Single Synthetic Dataset
Considering the singly imputed synthetic data generated via plug-in sampling under the multivariate normal model, draws inference procedures including the generalized variance, the sphericity test, the test for independence between two subsets of variables, and the test for the regression of one set of variables on the other. For more details see Klein et al. (2021) <doi:10.1007/s13571-019-00215-9>.
Authors:
PSinference_0.2.1.tar.gz
PSinference_0.2.1.zip(r-4.5)PSinference_0.2.1.zip(r-4.4)PSinference_0.2.1.zip(r-4.3)
PSinference_0.2.1.tgz(r-4.5-any)PSinference_0.2.1.tgz(r-4.4-any)PSinference_0.2.1.tgz(r-4.3-any)
PSinference_0.2.1.tar.gz(r-4.5-noble)PSinference_0.2.1.tar.gz(r-4.4-noble)
PSinference_0.2.1.tgz(r-4.4-emscripten)PSinference_0.2.1.tgz(r-4.3-emscripten)
PSinference.pdf |PSinference.html✨
PSinference/json (API)
NEWS
| # Install 'PSinference' in R: |
| install.packages('PSinference', repos = c('https://ricardomourarpm.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ricardomourarpm/psinference/issues
Last updated 5 months agofrom:4e68ac2100. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 17 2025 |
| R-4.5-win | OK | Feb 17 2025 |
| R-4.5-mac | OK | Feb 17 2025 |
| R-4.5-linux | OK | Feb 17 2025 |
| R-4.4-win | OK | Feb 17 2025 |
| R-4.4-mac | OK | Feb 17 2025 |
| R-4.3-win | OK | Feb 17 2025 |
| R-4.3-mac | OK | Feb 17 2025 |
Exports:canodistGVdistInddistpartitionsimSynthDataSphdist
Dependencies:MASS
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Canonical Empirical Distribution | canodist |
| Generalized Variance Empirical Distribution | GVdist |
| Independence Empirical Distribution | Inddist |
| Split a matrix into blocks | partition |
| Plug-in Sampling Single Synthetic Dataset Generation | simSynthData |
| Spherical Empirical Distribution | Sphdist |
