fit_gpa

Fit Generalized Pareto distribution using the 'lmom' package

A complete framework for frequency analysis is provided by 'LMoFit'. It has functions related to the determination of sample L-moments as in Hosking, J.R.M. (1990) <doi:10.1111/j.2517-6161.1990.tb01775.x>, the fitting of various distributions as in Zaghloul et al. (2020) <doi:10.1016/j.advwatres.2020.103720> and Hosking, J.R.M. (2019) <https://CRAN.R-project.org/package=lmom>, besides plotting and manipulating L-space diagrams as in Papalexiou, S.M. & Koutsoyiannis, D. (2016) <doi:10.1016/j.advwatres.2016.05.005> for two-shape parametric distributions on the L-moment ratio diagram. Additionally, the quantile, probability density, and cumulative probability functions of various distributions are provided in a user-friendly manner.

Mohanad Zaghloul

LMoFit

Advanced L-Moment Fitting of Distributions

Simon Michael Papalexiou

Amin Elshorbagy

fit_gpa function

<dl><dt>sl1</dt>
<dd>sample 1st l-moment</dd>
<dt>sl2</dt>
<dd>sample 2nd l-moment</dd>
<dt>st3</dt>
<dd>sample 3rd l-moment ratio</dd>
<dt>st4</dt>
<dd>sample 4th l-moment ratio</dd></dl>

Arguments

Mohanad Zaghloul [aut, cre], Simon Michael Papalexiou [aut, ths], Amin Elshorbagy [aut, ths]

Author

Fit Generalized Pareto distribution using the 'lmom' package — fit_gpa

<dl>

<dt>sl1</dt>
<dd>sample 1st l-moment</dd>


<dt>sl2</dt>
<dd>sample 2nd l-moment</dd>


<dt>st3</dt>
<dd>sample 3rd l-moment ratio</dd>


<dt>st4</dt>
<dd>sample 4th l-moment ratio</dd>

</dl>

fit_gpa: Fit Generalized Pareto distribution using the 'lmom' package

Description

Usage

Value

Arguments

Author

Examples