Giter VIP home page Giter VIP logo

tggd's Introduction

tggd

This small package provides the standard R distribution functions for the Truncated Generalised Gamma Distribution (see Murray, Robotham, Power (2016) [MRP]).

Included are the density, CDF, quantile function and random generator, both for the real-space TGGD and log-space TGGD.

Installation

The simplest way to install the package is to use devtools.

First, install the only dependency, gsl: install.packages("gsl").

Next, install devtools: install.packages("devtools") (note there are further dependencies of this package).

Finally, install this package: install_github('asgr/tggd').

Usage

Usage details are found by accessing the help files in the package, but are identical to the standard R distribution functions (eg. rnorm or `dpoiss``). Examples are also found in these files.

To understand why and when to use these functions, please refer to MRP.

We note in particular that the log-space forms of the functions are defined as the distributions of the log of the variates from the real-space distribution with identical parameters. This is the correct form to use if performing Bayesian analyses in which the values of the variates are uncertain with priors defined in log-space (eg. lognormal distributions).

Authors

  • Aaron Robotham
  • Steven Murray

Version

0.1

tggd's People

Contributors

asgr avatar steven-murray avatar

Watchers

James Cloos avatar  avatar  avatar

Forkers

steven-murray

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.