FitUltD v3.0.0

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Fit Univariate Mixed and Usual Distributions

Extends the fitdist() (from 'fitdistrplus') adding the Anderson-Darling ad.test() (from 'ADGofTest') and Kolmogorov Smirnov Test ks.test() inside and trying the distributions (from 'stats') by default and offering a second function which uses mixed distributions to fit, this distributions are split with unsupervised learning, with Mclust() function (from 'mclust').

Readme

FitUltD

The goal of FitUltD is to fit data that can’t be fitted with ordinary density functions

Installation

You can install the released version of FitUltD from CRAN with:

install.packages("FitUltD")

Example

This is a basic example which shows you how to solve a common problem:

library(FitUltD)
FIT1<-FDistUlt(c(rnorm(73,189,12),rweibull(82,401,87),rgamma(90,40,19)), plot=TRUE)
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.
#> Error in computing default starting values.

What is special about using README.Rmd instead of just README.md? You can include R chunks like so:

FIT1[[3]]
#>               Distribucion Prop_dist    AD_p.v    KS_p.v Chs_p.v
#> AD4     lnorm(5.24, 0.077) 0.2979592 0.9675941 0.9298268       0
#> AD12   norm(86.871, 0.277) 0.3346939 0.6223739 0.7982842       0
#> AD2  gamma(48.145, 22.723) 0.3673469 0.9556936 0.9826995       0

You’ll still need to render README.Rmd regularly, to keep README.md up-to-date.

You can also embed plots, for example:

In that case, don’t forget to commit and push the resulting figure files, so they display on GitHub!

Functions in FitUltD

Name Description
FDistUlt Fit to a mixed univariate distributions
FDist Fit of univariate distributions with censored data ignored by default or can be inputed.
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Details

Type Package
License GPL-3
Encoding UTF-8
LazyData true
RoxygenNote 6.1.1
URL https://github.com/jcval94/FitUltD
BugReports https://github.com/jcval94/FitUltD/issues
NeedsCompilation no
Packaged 2019-05-13 14:32:04 UTC; cody8
Repository CRAN
Date/Publication 2019-05-15 13:30:13 UTC

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[![Rdoc](http://www.rdocumentation.org/badges/version/FitUltD)](http://www.rdocumentation.org/packages/FitUltD)