Cluster data without specifying the number of clusters using the Table Invitation Prior (TIP) introduced in the paper "Clustering Gene Expression Using the Table Invitation Prior" by Charles W. Harrison, Qing He, and Hsin-Hsiung Huang (2022) <doi:10.3390/genes13112036>. TIP is a Bayesian prior that uses pairwise distance and similarity information to cluster vectors, matrices, or tensors.
| Version: | 0.1.0 |
| Imports: | rlang, igraph, network, ggplot2, GGally, LaplacesDemon, changepoint, parallel, doParallel, foreach, methods, mniw |
| Suggests: | knitr, sna, mcclust, SMFilter, rmarkdown, spelling, testthat (≥ 3.0.0) |
| Published: | 2022-11-14 |
| DOI: | 10.32614/CRAN.package.tip |
| Author: | Charles W. Harrison [cre, aut, cph], Qing He [aut, cph], Hsin-Hsiung Huang [aut, cph] |
| Maintainer: | Charles W. Harrison <charleswharrison at knights.ucf.edu> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README |
| CRAN checks: | tip results |
| Reference manual: | tip.pdf |
| Vignettes: |
matrix-clustering-CONSTANT-vignette matrix-clustering-MNIW-vignette tensor-clustering-CONSTANT-vignette iris-NIW-vignette usarrests-NIW-vignette |
| Package source: | tip_0.1.0.tar.gz |
| Windows binaries: | r-devel: tip_0.1.0.zip, r-release: tip_0.1.0.zip, r-oldrel: tip_0.1.0.zip |
| macOS binaries: | r-release (arm64): tip_0.1.0.tgz, r-oldrel (arm64): tip_0.1.0.tgz, r-release (x86_64): tip_0.1.0.tgz, r-oldrel (x86_64): tip_0.1.0.tgz |
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