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CompLognormal

R package CompLognormal: Functions for actuarial scientists. Computes the probability density function, cumulative distribution function, quantile function, random numbers of any composite model based on the lognormal distribution.

Keywords for this software

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  • R package
  • Journal of Statistical Software
  • logarithmic transformation
  • spliced regression model
  • censored data
  • fat-tailed regression
  • spliced distribution
  • maximum likelihood
  • distributions
  • composite models
  • remaining life
  • hazard function
  • AFT model
  • inverse Burr distribution
  • prediction accuracy
  • mixture
  • quantile matching
  • threshold estimation
  • boundary corrected kernel density estimation
  • moment matching
  • probability distribution fitting
  • lognormal distribution
  • bootstrap
  • R
  • insurance claim
  • extreme value mixture model
  • maximum goodness-of-fit

  • URL: cran.r-project.org/web...
  • Code
  • InternetArchive
  • Manual: cran.r-project.org/web...
  • Authors: Saralees Nadarajah
  • Dependencies: R

  • Add information on this software.


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References in zbMATH (referenced in 5 articles )

Showing results 1 to 5 of 5.
y Sorted by year (citations)

  1. Nadarajah, Saralees; Kwofie, Charles: Heavy tailed modeling of automobile claim data from Ghana (2022)
  2. Gan, Guojun; Valdez, Emiliano A.: Fat-tailed regression modeling with spliced distributions (2018)
  3. Yang Hu; Carl Scarrott: evmix: An R package for Extreme Value Mixture Modeling, Threshold Estimation and Boundary Corrected Kernel Density Estimation (2018) not zbMATH
  4. Rubio, Francisco J.; Hong, Yili: Survival and lifetime data analysis with a flexible class of distributions (2016)
  5. Marie Delignette-Muller; Christophe Dutang: fitdistrplus: An R Package for Fitting Distributions (2015) not zbMATH

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      • 62 Statistics
      • 91 Game theory, economics,...

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