https://github.com/tomroh/fitur

https://github.com/tomroh/fitur

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/tomroh/fitur
• Owner: tomroh
• License: other
• Created: 2017-01-21T15:25:53.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2022-06-16T22:17:13.000Z (over 2 years ago)
• Last Synced: 2024-05-01T13:29:53.361Z (6 months ago)
• Language: R
• Size: 4.22 MB
• Stars: 4
• Watchers: 3
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# fitur

[![CRAN status](https://www.r-pkg.org/badges/version/fitur)](https://CRAN.R-project.org/package=fitur)

[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)

[![](http://cranlogs.r-pkg.org/badges/grand-total/fitur?color=green)](https://cran.r-project.org/package=fitur)

[![R-CMD-check](https://github.com/tomroh/fitur/workflows/R-CMD-check/badge.svg)](https://github.com/tomroh/fitur/actions)

Wrapper for computing parameters for univariate distributions using MLE. It creates an object that stores d, p, q, r functions as well as parameters and statistics for diagnostics. Currently supports automated fitting from base and actuar packages. A manually fitting distribution fitting function is included to support directly specifying parameters for any distribution from ancillary packages.

## Installation

You can install fitur from CRAN or github with:

```R

install.packages('fitur')

devtools::install_github("tomroh/fitur")

```

## Example

This is a basic example to fit a poisson distribution with estimated parameters and return the functions for it.

```R

set.seed(562)

x <- rpois(100, 1)

fittedPois <- fit_univariate(x, 'pois', 'discrete')

fittedPois$dpois(1)

fittedPois$ppois(1)

fittedPois$qpois(.5)

fittedPois$rpois(100)

fittedPois$parameters

```