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ExtDist (version 0.3.7)

Extended Probability Distribution Functions

Description

The package provides a consistent, unified and extensible framework for parameter estimation of probability distributions; it extends parameter estimation procedures to allow for weighted samples; moreover, it extends the gallery of available distributions.

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Version

Install

install.packages('ExtDist')

Monthly Downloads

612

Version

0.3.7

License

GPL (>= 2)

Maintainer

Haizhen Wu

Last Published

October 17th, 2014

Functions in ExtDist (0.3.7)

SSRTB

The standard Symmetric-Reflected Truncated Beta (SRTB) Distribution.
ExtDist-package

Extended Probability Distribution Functions
JohnsonSU

The Johnson SU Distribution.
Logistic

The Logistic Distribution.
JohnsonSB

The Johnson SB Distribution.
Normal_sym_trunc_ab

The symmetric truncated normal distribution.
bestDist

Best distribution for (weighted) sample.
wmle

Weighted Maximum Likelihood Estimation.
Gamma

The Gamma Distribution.
Beta

The standard Beta Distribution.
Normal

The Normal Distribution.
Beta_ab

The four-Parameter beta Distribution.
DistSelCriteriaValues

Distribution Selection Criteria Values.
Uniform

The Uniform Distribution.
Laplace

The Laplace Distribution.
Burr

The Burr's Distribution.
eval.estimation

Parameter Estimation Evaluation.
compareDist

Compare sample and fitted distributions
Weibull

The Weibull Distribution.
SRTB_ab

The Symmetric-Reflected Truncated Beta (SRTB) Distribution.
Triangular

The Triangular Distribution.
eDist

S3 methods from manuplating eDist objects.
Normal_trunc_ab

The truncated normal distribution.
Gumbel

The Gumbel Distribution.