fun.RPRS.ml
(Package: GLDEX) :
Fit RS generalised lambda distribution to data set using maximum
This function fits RS generalised lambda distribution to data set using maximum likelihood estimation.
● Data Source:
CranContrib
● Keywords: smooth
● Alias: fun.RPRS.ml
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FMKL fitting and basic functions
(Package: GLDEX) :
This is a collection of functions designed to find the initial values
These functions are for maintainers only and it is not designed for the users of this package.
● Data Source:
CranContrib
● Keywords: internal
● Alias: fun.Lm.gt.2.fmkl, fun.auto.mm.fmkl, fun.fmkl, fun.fmkl.L30, fun.fmkl.L40, fun.fmkl.mm.min, fun.fmkl.mm.sol, fun.fmkl.mm.sol.alt, fun.fmkl.nr, fun.fmkl.sol, fun.fmkl0, fun.fmkla, fun.fmklb, fun.moments
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fun.plot.many.gld
(Package: GLDEX) :
Plotting many univariate generalised lambda distributions on one page.
This is a variant of the fun.plot.fit function.
● Data Source:
CranContrib
● Keywords: hplot
● Alias: fun.plot.many.gld
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qqplot.gld.bi
(Package: GLDEX) :
Do a quantile plot on the bimodal distribution fits.
This plots the theoretical and actual data quantiles to allow the user to examine the adequacy of two gld distributions mixture fit.
● Data Source:
CranContrib
● Keywords: hplot
● Alias: qqplot.gld.bi
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LowDiscrepancy
(Package: GLDEX) :
Low Discrepancy Sequences
A collection and description of functions to compute Halton's and Sobol's low discrepancy sequences, distributed in form of a uniform or normal distribution.
● Data Source:
CranContrib
● Keywords: programming
● Alias: LowDiscrepancy
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Calculates sample L-moments, L-coefficients and covariance matrix of L-moments.
● Data Source:
CranContrib
● Keywords: robust, univar
● Alias: Lcoefs, Lmomcov, Lmomcov_calc, Lmoments, Lmoments_calc
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fun.diag.ks.g
(Package: GLDEX) :
Compute the simulated Kolmogorov-Smirnov tests for the unimodal
This function counts the number of times the p-value exceed 0.05 for the null hypothesis that the observations simulated tom fitted distribution is the same as the observations simulated from the bimodal data set.
● Data Source:
CranContrib
● Keywords: htest
● Alias: fun.diag.ks.g
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fun.theo.mv.gld
(Package: GLDEX) :
Find the theoretical first four moments of the generalised lambda
Computes the "mean","variance","skewness","kurtosis" statistics from a given generalised lambda distribution.
● Data Source:
CranContrib
● Keywords: univar
● Alias: fun.theo.mv.gld
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QUnif
(Package: GLDEX) :
Quasi Randum Numbers via Halton Sequences
These functions provide quasi random numbers or space filling or low discrepancy sequences in the p-dimensional unit cube.
● Data Source:
CranContrib
● Keywords: datagen, math, multivariate
● Alias: QUnif, sHalton
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fun.plot.fit
(Package: GLDEX) :
Plotting the univariate generalised lambda distribution fits on the data
This function is designed for univariate generalised lambda distribution fits only.
● Data Source:
CranContrib
● Keywords: hplot
● Alias: fun.plot.fit
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