Package: MatrixCorrelation 0.10.0
Kristian Hovde Liland
MatrixCorrelation: Matrix Correlation Coefficients
Computation and visualization of matrix correlation coefficients. The main method is the Similarity of Matrices Index, while various related measures like r1, r2, r3, r4, Yanai's GCD, RV, RV2, adjusted RV, Rozeboom's linear correlation and Coxhead's coefficient are included for comparison and flexibility.
Authors:
MatrixCorrelation_0.10.0.tar.gz
MatrixCorrelation_0.10.0.tar.gz(r-4.5-noble)MatrixCorrelation_0.10.0.tar.gz(r-4.4-noble)
MatrixCorrelation_0.10.0.tgz(r-4.4-emscripten)MatrixCorrelation_0.10.0.tgz(r-4.3-emscripten)
MatrixCorrelation.pdf |MatrixCorrelation.html✨
MatrixCorrelation/json (API)
NEWS
| # Install 'MatrixCorrelation' in R: |
| install.packages('MatrixCorrelation', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/khliland/matrixcorrelation/issues
- candy - Candy data
Last updated 3 years agofrom:cf8b6b352c. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 07 2024 |
| R-4.5-linux-x86_64 | NOTE | Oct 07 2024 |
Exports:allCorrelationscor.test_eqCoxheadGCDis.signifPCAcvPCAimputePSIr1r2r3r4RozeboomRVRV2RVadjRVadjGhaziriRVadjMayesignificantSMIsqveccor
Dependencies:clicrayongluehmslatticelifecycleMatrixpkgconfigplotrixpracmaprettyunitsprogressR6RcppRcppArmadilloRcppEigenrlangRSpectravctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| All correlations | allCorrelations |
| Candy data | candy |
| Test for no correlation between paired sampes | cor.test_eq |
| Coxhead's coefficient | Coxhead |
| Similiarity of Matrices Coefficients | MatrixCorrelation-package MatrixCorrelation |
| Principal Component Analysis cross-validation error | PCAcv |
| Principal Component Analysis based imputation | PCAimpute |
| Result functions for the Similarity of Matrices Index (SMI) | is.signif plot.SMI print.SMI summary.SMI |
| Procrustes Similarity Index | PSI |
| Correlational Measures for Matrices | GCD r1 r2 r3 r4 |
| Rozeboom's squared vector correlation | Rozeboom sqveccor |
| RV coefficients | RV RV2 RVadj RVadjGhaziri RVadjMaye |
| Significance estimation for Similarity of Matrices Index (SMI) | significant |
| Similarity of Matrices Index (SMI) | SMI |
