Literature DB >> 27272043

Gendist: An R Package for Generated Probability Distribution Models.

Shaiful Anuar Abu Bakar1, Saralees Nadarajah2, Zahrul Azmir Absl Kamarul Adzhar1, Ibrahim Mohamed1.   

Abstract

In this paper, we introduce the R package gendist that computes the probability density function, the cumulative distribution function, the quantile function and generates random values for several generated probability distribution models including the mixture model, the composite model, the folded model, the skewed symmetric model and the arc tan model. These models are extensively used in the literature and the R functions provided here are flexible enough to accommodate various univariate distributions found in other R packages. We also show its applications in graphing, estimation, simulation and risk measurements.

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Year:  2016        PMID: 27272043      PMCID: PMC4896504          DOI: 10.1371/journal.pone.0156537

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  1 in total

1.  Rayleigh mixture model for plaque characterization in intravascular ultrasound.

Authors:  José C Seabra; Francesco Ciompi; Oriol Pujol; Josepa Mauri; Petia Radeva; João Sanches
Journal:  IEEE Trans Biomed Eng       Date:  2011-01-17       Impact factor: 4.538

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1.  Correction: Gendist: An R Package for Generated Probability Distribution Models.

Authors: 
Journal:  PLoS One       Date:  2016-08-04       Impact factor: 3.240

  1 in total

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