Generalized logistic distribution (GLO) library
The Generalized Logistic distribution is an interesting alternative for extreme values modelization, like the GEV or Pearson 3 distributions (among others)
For the Generalized Logistic distribution distribution
-Estimate the parameters of the distribution for a given sample
-Compute the probability density function (pdf)
-Compute the cumulative distribution function (cdf)
-Compute the inverse of the cumulative distribution function
-Generate a random sample
The fitting of the parameters is based on the L-moment method from Hosking and Wallis (1997) :
Hosking, J., & Wallis, J. (1997). Regional Frequency Analysis: An Approach Based on L-Moments. Cambridge: Cambridge University Press. doi:10.1017/CBO9780511529443
Citar como
Guillaume Talbot (2024). Generalized logistic distribution (GLO) library (https://www.mathworks.com/matlabcentral/fileexchange/91125-generalized-logistic-distribution-glo-library), MATLAB Central File Exchange. Recuperado .
Compatibilidad con la versión de MATLAB
Compatibilidad con las plataformas
Windows macOS LinuxEtiquetas
Agradecimientos
Inspiración para: Extreme values statistical analysis library
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Descubra Live Editor
Cree scripts con código, salida y texto formateado en un documento ejecutable.