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Software:57681



CRANqfratioMaRDI QIDQ57681

Moments and Distributions of Ratios of Quadratic Forms Using Recursion

Junya Watanabe

Last update: 9 February 2024

Copyright license: GNU General Public License

Software version identifier: 1.0.0, 1.0.1, 1.1.0, 1.1.1



Evaluates moments of ratios (and products) of quadratic forms in normal variables, specifically using recursive algorithms developed by Bao and Kan (2013) <doi:10.1016/j.jmva.2013.03.002> and Hillier et al. (2014) <doi:10.1017/S0266466613000364>. Also provides distribution, quantile, and probability density functions of simple ratios of quadratic forms in normal variables with several algorithms. Originally developed as a supplement to Watanabe (2023) <doi:10.1007/s00285-023-01930-8> for evaluating average evolvability measures in evolutionary quantitative genetics, but can be used for a broader class of statistics. Generating functions for these moments are also closely related to the top-order zonal and invariant polynomials of matrix arguments.