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dprop (version 0.1.0)

Computation of Some Important Distributional Properties

Description

Generally, most of the packages specify the probability density function, cumulative distribution function, quantile function, and random numbers generation of the probability distributions. The present package allows to compute some important distributional properties, including the first four ordinary and central moments, Pearson's coefficient of skewness and kurtosis, the mean and variance, coefficient of variation, median, and quartile deviation at some parametric values of several well-known and extensively used probability distributions.

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Version

Install

install.packages('dprop')

Monthly Downloads

152

Version

0.1.0

License

GPL-2

Maintainer

Muhammad Imran

Last Published

June 30th, 2023

Functions in dprop (0.1.0)

Exponentiated Weibull distribution

Compute the distributional properties of the exponentiated Weibull distribution
Exponentiated exponential distribution

Compute the distributional properties of the exponentiated exponential distribution
Beta exponential distribution

Compute the distributional properties of the beta exponential distribution
Birnbaum-Saunders distribution

Compute the distributional properties of the Birnbaum-Saunders distribution
Frechet distribution

Compute the distributional properties of the Frechet distribution
Kumaraswamy normal distribution

Compute the distributional properties of the Kumaraswamy normal distribution
Kumaraswamy Burr XII distribution

Compute the distributional properties of the Kumaraswamy Burr XII distribution
Gompertz distribution

Compute the distributional properties of the Gompertz distribution
Kumaraswamy distribution

Compute the distributional properties of the Kumaraswamy distribution
Exponential distribution

Compute the distributional properties of the exponential distribution
Gamma distribution

Compute the distributional properties of the gamma distribution
Inverse-gamma distribution

Compute the distributional properties of the inverse-gamma distribution
Gumbel distribution

Compute the distributional properties of the Gumbel distribution
Kumaraswamy exponential distribution

Compute the distributional properties of the Kumaraswamy exponential distribution
Logistic distribution

Compute the distributional properties of the logistic distribution
Normal distribution

Compute the distributional properties of the normal distribution
Rayleigh distribution

Compute the distributional properties of the Rayleigh distribution
Exponential extension distribution

Compute the distributional properties of the exponential extension distribution
Nakagami distribution

Compute the distributional properties of the Nakagami distribution
Weibull distribution

Compute the distributional properties of the Weibull distribution
Student's t distribution

Compute the distributional properties of the Student distribution
Lomax distribution

Compute the distributional properties of the Lomax distribution
Log-normal distribution

Compute the distributional properties of the log-normal distribution
Laplace distribution

Compute the distributional properties of the Laplace or double exponential distribution
F distribution

Compute the distributional properties of the F distribution
Beta distribution

Compute the distributional properties of the beta distribution
Chi-squared distribution

Compute the distributional properties of the Chi-squared distribution
Burr XII distribution

Compute the distributional properties of the Burr XII distribution
Chen distribution

Compute the distributional properties of the Chen distribution
dprop-package

Computation of Some Important Distributional Properties