Materials for Introductory Course on Bayesian Learning

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.


vibass

R-CMD-check CRANstatus runiverse-vibass

Teaching materials for the introductory course on Bayesian inference at VIBASS

Installation

Install the released version of vibass from CRAN:

install.packages('vibass')

Or install the development version from our r-universe with:

install.packages('vibass', repos = c('https://vabar.r-universe.dev', 'https://cloud.r-project.org'))

Example

If installed with vignettes, the package contains the course practicals. Otherwise, it points to the corresponding articles in the web site https://vabar.github.io/vibass/.

Most importantly, it contains interactive apps associated with some of the practicals

library(vibass)

## If installed with vignettes:
## Otherwise, read at: https://vabar.github.io/vibass/
browseVignettes('vibass')  # Index of all practicals
vignette('p1')  # Open practical

vibass_app()    # Lists available apps
vibass_app(1)   # Launch the interactive app for practical 1

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("vibass")

1.0.4 by Facundo Muñoz, 4 months ago


https://vabar.github.io/vibass/, https://github.com/VABAR/vibass


Report a bug at https://github.com/VABAR/vibass/issues


Browse source code at https://github.com/cran/vibass


Authors: VIBASS Team [aut, cph] , Facundo Muñoz [ctb, cre] (Cirad , Package developer , ORCID: , 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) , ORCID: , Virgilio Gómez-Rubio [ctb] (Universidad Castilla-La Mancha , ORCID:


Documentation:   PDF Manual  


GPL-3 license


Imports cli, dplyr, extraDistr, ggplot2, golem, knitr, lme4, magrittr, R2BayesX, rlang, rstudioapi, shiny, tibble, tidyr

Suggests spelling, bayesrules, coda, colorspace, cowplot, faraway, htmlwidgets, INLA, ISLR, LaplacesDemon, magick, MASS, MCMCpack, plotly, rmarkdown, pacman, png, spData, stringi


See at CRAN