Package: collpcm 1.4
collpcm: Collapsed Latent Position Cluster Model for Social Networks
Markov chain Monte Carlo based inference routines for collapsed latent position cluster models or social networks, which includes searches over the model space (number of clusters in the latent position cluster model). The label switching algorithm used is that of Nobile and Fearnside (2007) <doi:10.1007/s11222-006-9014-7> which relies on the algorithm of Carpaneto and Toth (1980) <doi:10.1145/355873.355883>.
Authors:
collpcm_1.4.tar.gz
collpcm_1.4.zip(r-4.5)collpcm_1.4.zip(r-4.4)collpcm_1.4.zip(r-4.3)
collpcm_1.4.tgz(r-4.4-x86_64)collpcm_1.4.tgz(r-4.4-arm64)collpcm_1.4.tgz(r-4.3-x86_64)collpcm_1.4.tgz(r-4.3-arm64)
collpcm_1.4.tar.gz(r-4.5-noble)collpcm_1.4.tar.gz(r-4.4-noble)
collpcm_1.4.tgz(r-4.4-emscripten)collpcm_1.4.tgz(r-4.3-emscripten)
collpcm.pdf |collpcm.html✨
collpcm/json (API)
NEWS
| # Install 'collpcm' in R: |
| install.packages('collpcm', repos = c('https://wyseja.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 months agofrom:b52f274241. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 22 2024 |
| R-4.5-win-x86_64 | OK | Aug 22 2024 |
| R-4.5-linux-x86_64 | OK | Aug 22 2024 |
| R-4.4-win-x86_64 | OK | Aug 22 2024 |
| R-4.4-mac-x86_64 | OK | Aug 22 2024 |
| R-4.4-mac-aarch64 | OK | Aug 22 2024 |
| R-4.3-win-x86_64 | OK | Aug 22 2024 |
| R-4.3-mac-x86_64 | OK | Aug 22 2024 |
| R-4.3-mac-aarch64 | OK | Aug 22 2024 |
Exports:collpcm.controlcollpcm.fitcollpcm.summaryplotcollpcm.undo.label.switching
Dependencies:abindcachemclicodaDEoptimRergmevaluatefansifastmapgluegtoolshighrknitrlatentnetlatticelifecyclelpSolveAPImagrittrMASSMatrixmemoisemvtnormnetworkpillarpkgconfigpurrrrbibutilsRdpackrlangrlerobustbasesnastatnet.commonstringistringrtibbletrustutf8vctrsxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Specify parameters determining the collapsed LPCM model and MCMC fitting run | collpcm.control |
| Fit a latent position cluster network model with model search | collpcm.fit |
| Make a summary plot of a 'collpcm' run | collpcm.summaryplot |
| Correct samples of label vectors for label switching. | collpcm.undo.label.switching |
| Dolphins | Dolphins |
| Network describing loyalty in the Karate club. | Karate |
| Monks | Monks |
| Plotting a collpcm object | plot.collpcm |
| Print a collpcm object | print.collpcm |
| Summarize a collpcm object | summary.collpcm |
