Learn R Programming

⚠️There's a newer version (1.7.5) of this package.Take me there.

distreg.vis (version 1.7.1)

Framework for the Visualization of Distributional Regression Models

Description

Functions for visualizing distributional regression models fitted using the 'gamlss', 'bamlss' or 'betareg' R package. The core of the package consists of a 'shiny' application, where the model results can be interactively explored and visualized.

Copy Link

Version

Install

install.packages('distreg.vis')

Monthly Downloads

106

Version

1.7.1

License

GPL-3

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/Stan125/distreg.vis

Maintainer

Stanislaus Stadlmann

Last Published

February 18th, 2021

Functions in distreg.vis (1.7.1)

distreg_checker

Check if model class is supported

External Function Implementer

distreg.vis: Interactively visualizing distributional regression models

Internal: Is betareg family?

Information about supported and not yet supported distribution families

Factor Equalizer

Internal: Continuous/Mixed Distribution checker

bad_range_warning

Internal: Function that constructs a warning message for the user when range_checker is TRUE.

Internal: Function to obtain all explanatory variables used to fit a model, without the dependent variables

Internal: Is distreg family

formula_printer

Model formulas printer

Internal: Discrete Distribution Checker

Model distribution family display-er

gamlss_data_cleaner

GAMLSS expl_data cleaner

Internal: Transform discrete predictions into a usable df

reshape_into_long

Internal: Reshape into Long Format

Internal: Family obtainer

Obtain d&p&q functions

Internal: Plot limit getter

pdfcdf_continuous

Internal: Create the pdf/cdf for continuous covariates

Internal: Distributional Moments implementation checker

Model link functions printer

Model data getter

Internal: Upper- and lower limit of distribution getter

Internal: Is bamlss family?

Internal: Is gamlss family?

Internal: Distribution Implementation Checker

pdfcdf_discrete

Internal: Create the pdf/cdf for discrete covariates

Plot function: Display the influence of a covariate

plot_multinom_exp

Internal: Plot function as sub-case to plot_moments for multinomial family

Plot predicted distributional regression models

Predict parameters of a distreg models' target distribution

preds_transformer

Sample transformer

distreg Searcher

Internal: Function to transform multinomial predictions

distreg.vis function

Create a dataset to fit models with all possible families in distreg packages

Obtain mean values and reference categories of variables in a data.frame

function Searcher

Compute distributional moments from the parameters

Get quantile limits of a distribution

Internal: Function that checks whether chosen covariate combinations are in the range of original data. Returns true when there is a cov comb outside of data.

Function for better use of formatR's tidy_source

Internal: Limit type getter