Package: fase 1.0.1.9000
fase: Functional Adjacency Spectral Embedding
Latent process embedding for functional network data with the Functional Adjacency Spectral Embedding. Fits smooth latent processes based on cubic spline bases. Also generates functional network data from three models, and evaluates a network generalized cross-validation criterion for dimension selection. For more information, see MacDonald, Zhu and Levina (2022+) <arxiv:2210.07491>.
Authors:
fase_1.0.1.9000.tar.gz
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fase_1.0.1.9000.tgz(r-4.4-any)fase_1.0.1.9000.tgz(r-4.3-any)
fase_1.0.1.9000.tar.gz(r-4.5-noble)fase_1.0.1.9000.tar.gz(r-4.4-noble)
fase_1.0.1.9000.tgz(r-4.4-emscripten)fase_1.0.1.9000.tgz(r-4.3-emscripten)
fase.pdf |fase.html✨
fase/json (API)
| # Install 'fase' in R: |
| install.packages('fase', repos = c('https://peterwmacd.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/peterwmacd/fase/issues
Last updated 5 months agofrom:9f8ac1f7dd. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 26 2024 |
| R-4.5-win | OK | Oct 26 2024 |
| R-4.5-linux | OK | Oct 26 2024 |
| R-4.4-win | OK | Oct 26 2024 |
| R-4.4-mac | OK | Oct 26 2024 |
| R-4.3-win | OK | Oct 26 2024 |
| R-4.3-mac | OK | Oct 26 2024 |
Exports:fasefase_seqgaussian_snapshot_bsgaussian_snapshot_ssproc_alignproc_align_slicewise3proc_align3rdpg_snapshot_bs
Dependencies:latticeMatrixRcppRcppArmadilloRcppEigenRSpectrarTensorsplines2
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Functional adjacency spectral embedding | fase |
| Functional adjacency spectral embedding (sequential algorithm) | fase_seq |
| Simulate Gaussian edge networks with B-spline latent processes | gaussian_snapshot_bs |
| Simulate Gaussian edge networks with nonparametric latent processes | gaussian_snapshot_ss |
| Procrustes alignment | proc_align |
| Slicewise Procrustes alignment for 3-mode tensors | proc_align_slicewise3 |
| Procrustes alignment for 3-mode tensors | proc_align3 |
| Simulate binary edge networks with B-spline latent processes | rdpg_snapshot_bs |
