| Type: | Package |
| Title: | Materials for Introductory Course on Bayesian Learning |
| Version: | 1.0.1 |
| Description: | Practicals, data sets, helper functions and interactive 'Shiny' apps used in the introductory course on Bayesian inference at the Valencia International Bayesian Summer School. Installing 'vibass' installs all the other packages used during the course and downloads all necessary materials for working off line. |
| License: | GPL-3 |
| Depends: | R (≥ 4.0) |
| Imports: | cli, dplyr, extraDistr, ggplot2, golem, knitr, lme4, magrittr, R2BayesX, rlang, rstudioapi, shiny (≥ 1.5), tibble, tidyr, |
| Suggests: | bayesrules, coda, cowplot, faraway, hrbrthemes, htmlwidgets, INLA, ISLR, LaplacesDemon, magick, MASS, MCMCpack, plotly, rmarkdown, pacman, png, spData, stringi, waffle |
| VignetteBuilder: | knitr |
| URL: | http://vabar.es/vibass/, https://github.com/VABAR/vibass |
| BugReports: | https://github.com/VABAR/vibass/issues |
| Encoding: | UTF-8 |
| LazyData: | true |
| RoxygenNote: | 7.3.2 |
| Additional_repositories: | https://inla.r-inla-download.org/R/testing |
| NeedsCompilation: | no |
| Packaged: | 2025-07-02 11:35:15 UTC; facu |
| Author: | VIBASS Team [aut, cph],
Facundo Muñoz 
[ctb, cre] (Cirad, Package developer),
Carmen Armero [ctb] (Universitat de València),
Anabel Forte [ctb] (Universitat de València),
David Conesa [ctb] (Universitat de València),
Mark Brewer [ctb]
(Biomathematics and Statistics Scotland (BioSS)),
Virgilio Gómez-Rubio
[ctb]
(Universidad Castilla-La Mancha) |
| Maintainer: | Facundo Muñoz <facundo.munoz@cirad.fr> |
| Repository: | CRAN |
| Date/Publication: | 2025-07-07 09:00:02 UTC |
Weights of children
Description
Data for the VIBASS session on linear models. This is a simulated dataset that includes data about children. The variables in the dataset are:
Usage
data("Weights")
Format
An object of class "data.frame".
Details
age. Age (in years).
vegetables. Measure of vegetables consumption.
weight. Weight (in kg).
sex. Girl or Boy.
height. Height (in cm).
ethnicity Asian, Black or European.
Source
VIBASS Team.
Examples
data(Weights)
summary(Weights)
# ML estimates
lmW <- lm(weight ~ age, data = Weights)
summary(lmW)
List available apps in {vibass} package.
Description
App codes that are available for use in [vibass_app()].
Usage
available_apps()
Value
Character vector.
Character vector with available app codes in the package.
Examples
available_apps()
Return a string with the apps available.
Description
Return a string with the apps available.
Usage
available_apps_message()
Value
Character string.
Print a standardised summary table
Description
Make a table of several summary statistics with proper formatting.
Usage
summary_table(
mean,
var,
quant,
ic95 = NULL,
prop0 = NULL,
prop1 = NULL,
label,
digits = 2,
...
)
Arguments
mean |
Real. |
var |
Real. |
quant |
Named numeric vector. Names must be of the form "xx
numeric xx. As from the output of the function |
ic95 |
Numeric vector. |
prop0 |
Real. |
prop1 |
Real. |
label |
Character. Name of the summarised variable. |
digits |
Integer. Number of decimal places to be used. |
... |
Passed to knitr::kable(). |
Details
The table includes the mean, variance and standard deviation, a vector of 3 quantiles at 0.05, 0.50 and 0.95, a 95 numeric value to be interpreted as a proportion above 0 and 1. All values are rounded to the specified number of decimal places.
Value
A knitr_kable object.
Examples
summary_table(mean = 1, var = 1, quant = quantile(1:10, 0:4/4), ic95 = 4:5,
prop1 = .6, label = "test")
VIBASS interactive apps.
Description
Launches the Shiny interactive applications for the practicals.
Usage
vibass_app(x = NULL)
Arguments
x |
integer or character interpretable as integer. See [available_apps()] for valid options. |
Value
With no arguments, displays a list of available app codes. Otherwise, lauches the corresponding Shiny app.
Examples
vibass_app()