rbi.helpers is collection of helper functions to use with rbi, an R interface to LibBi, a library for Bayesian Inference.
It contains:
adapt_proposal
, to adapt the proposal distribution of a model
according to the empirical standard deviations of accepted parametersadapt_particles
, to adapt the number of particles at a given point
in parameter space.DIC
, to compute the DIC of a pMCMC runacceptance_rate
, to calculate the acceptance rate of a pMCMC runThe easiest way to install rbi.helpers
is to use the remotes
package:
# install.packages("remotes")
remotes::install_github("sbfnk/rbi.helpers")
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.