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distreg.vis (version 1.7.5)

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.

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Install

install.packages('distreg.vis')

Monthly Downloads

279

Version

1.7.5

License

GPL-3

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Repository

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

Maintainer

Stanislaus Stadlmann

Last Published

October 27th, 2023

Functions in distreg.vis (1.7.5)

Compute distributional moments from the parameters

pdfcdf_continuous

Internal: Create the pdf/cdf for continuous covariates

gamlss_data_cleaner

GAMLSS expl_data cleaner

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

Internal: Upper- and lower limit of distribution getter

Model data getter

Internal: Distributional Moments implementation checker

Get quantile limits of a distribution

Model link functions printer

preds_transformer

Sample transformer

distreg.vis function

Predict parameters of a distreg models' target distribution

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

function Searcher

distreg Searcher

Function for better use of formatR's tidy_source

Internal: Limit type getter

pdfcdf_discrete

Internal: Create the pdf/cdf for discrete covariates

plot_multinom_exp

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

Internal: Function to transform multinomial predictions

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.

Internal: Is bamlss family?

reshape_into_long

Internal: Reshape into Long Format

Internal: Is betareg family?

Plot predicted distributional regression models

Plot function: Display the influence of a covariate

Information about supported and not yet supported distribution families

distreg.vis: Interactively visualizing distributional regression models

distreg_checker

Check if model class is supported

Internal: Family obtainer

Internal: Is distreg family

Internal: Discrete Distribution Checker

External Function Implementer

Obtain d&p&q functions

Internal: Transform discrete predictions into a usable df

bad_range_warning

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

Model distribution family display-er

formula_printer

Model formulas printer

Internal: Continuous/Mixed Distribution checker

Factor Equalizer

Internal: Plot limit getter

Internal: Distribution Implementation Checker

Internal: Is gamlss family?