R-universe - githubmehmetcankaya (MEHMET NİYAZİ ÇANKAYA)

cosCorr - Cosine-Correlation Coefficient for Vector Variables

Computes the cosine-correlation coefficient for measuring the degree of linear dependence among variables in a multidimensional context. The package implements the generalized cosine-correlation theorem for p-1 variables, providing a quantitative assessment of interrelationships within experimental frameworks. This methodology extends classical correlation measures to higher-dimensional spaces using a dimensional exploration approach based on time scale calculus.

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2.70 score 190 downloads

multiCorr - Multicovariance and Multicorrelation for p-Variables

Implements the multicorrelation coefficient for p-variables as described in Cankaya (2023). The package provides a numerically stable implementation using logarithmic transformations and a log-sum-exp approach to reduce numerical overflow and underflow when calculations involve a large number of variables.

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1.00 score 410 downloads