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The modified Kumaraswamy (MK) and reflected modified Kumaraswamy (RMK) distributions

The repository

This repository contains the R implementations of MK and RMK distribution. The "functions.R" file contains them.

Available implementations:

About MK distribution:

  • probability density function (dmk);
  • cumulative density function (pmk);
  • quantile function (qmk) and;
  • function for generating pseudo-random numbers (rmk) of the MK distribution.

About RMK distribution:

  • probability density function (drmk);
  • cumulative density function (prmk);
  • quantile function (qrmk) and;
  • function for generating pseudo-random numbers (rrmk) of the RMK distribution.

In addition, the mkfit and rmkfit functions are available for parameter estimation of MK and RMK distributions, respectively. These functions return the maximum likelihood estimates of the parameters and its confidence intervals, a histogram of the data with the fit distribution, and goodness-of-fit measures useful for model selection.

The file "mkrmk.R" file provide examples of functions application for selected scenarios.

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