Description
Matrix Correlation Coefficients.
Description
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.
README.md
Matrix Correlation Coefficients - MatrixCorrelation
Installation
# Install release version from CRAN
install.packages("MatrixCorrelation")
# Install development version from GitHub
devtools::install_github("khliland/MatrixCorrelation")
Contents
- Matrix correlation measures
- Similarity of Matrices Index (SMI)
- RV, RV2, RVadj
- r1, r2, r3, r4
- Procrustes Similarity Index (PSI)
- Coxheard
- Roseboom
- Principal Component Analysis tools
- Non-naive cross-validation
- Imputation using component estimation
- One dataset.