Code for Nonparametric Data Distribution

Question

Asad Elmgerbi 2020-10-6

关闭： MATLAB Answer Bot 2021-8-20

Dears,

I have question rgerading the determination of the best distrbution model for one dimentional data set.

I am looking for a code that can obtain the best distrbution fit and the statistic parameters such as standard deviation , P10 20 etc.

Can some advice me how to reach this goal. I do not want to use the built in app.

Thanks a lot

Answer 1

Ameer Hamza 2020-10-6

See piecewiselinear distribution: https://www.mathworks.com/help/stats/prob.piecewiselineardistribution.html. You may obtain an empirical CDF of your data: https://www.mathworks.com/help/stats/ecdf.html before creating the piecewiselinear distribution.