distreg.vis1.7.5 package

Framework for the Visualization of Distributional Regression Models

bad_range_warning

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

disc_trans

Internal: Transform discrete predictions into a usable df

distreg.vis

distreg.vis: Interactively visualizing distributional regression model...

distreg_checker

Check if model class is supported

ex_f

External Function Implementer

f_disp

Model distribution family display-er

fac_check

Factor Checker

fac_equ

Factor Equalizer

fam_fun_getter

Obtain d&p&q functions

fam_obtainer

Internal: Family obtainer

formula_printer

Model formulas printer

gamlss_data_cleaner

GAMLSS expl_data cleaner

has.moments

Internal: Distributional Moments implementation checker

is.bamlss

Internal: Is bamlss family?

is.betareg

Internal: Is betareg family?

is.continuous

Internal: Continuous/Mixed Distribution checker

is.discrete

Internal: Discrete Distribution Checker

is.distreg.fam

Internal: Is distreg family

is.gamlss

Internal: Is gamlss family?

is.implemented

Internal: Distribution Implementation Checker

limits

Internal: Plot limit getter

lims_getter

Internal: Upper- and lower limit of distribution getter

link_printer

Model link functions printer

model_data

Model data getter

model_fam_data

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

moments

Compute distributional moments from the parameters

mult_trans

Internal: Function to transform multinomial predictions

pdfcdf_continuous

Internal: Create the pdf/cdf for continuous covariates

pdfcdf_discrete

Internal: Create the pdf/cdf for discrete covariates

plot_dist

Plot predicted distributional regression models

plot_moments

Plot function: Display the influence of a covariate

plot_multinom_exp

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

preds

Predict parameters of a distreg models' target distribution

preds_transformer

Sample transformer

quants

Get quantile limits of a distribution

range_checker

Internal: Function that checks whether chosen covariate combinations a...

reshape_into_long

Internal: Reshape into Long Format

search_distreg

distreg Searcher

search_funs

function Searcher

set_mean

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

tidy_c

Function for better use of formatR's tidy_source

type_getter

Internal: Limit type getter

vis

distreg.vis function

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.

  • Maintainer: Stanislaus Stadlmann
  • License: GPL-3
  • Last published: 2023-10-27