generate_article: Generate Article Carmona & Nicholls (2020)

In christianu7/aistats2020smi: Semi-Modular Inference

Description

This function reproduce the article ``Semi-Modular Inference: enhanced learning in multi-modular models by tempering the influence of components''.
The function copies an internal .Rnw file to the specified output folder, and then compiles it using the knitr package.

Usage

generate_article(
  out_dir = ".",
  compute_mcmc = FALSE,
  mcmc_dir = NULL,
  compile_path = NULL,
  pkg_dir = system.file(package = "aistats2020smi")
)

Arguments

out_dir	Output directory where the pdf and auxiliary latex files will be stored
compute_mcmc	Indicates if the MCMC must be recomputed. If TRUE, the computation time can be in the order of several hours.
mcmc_dir	Directory containing the required files with MCMC results.
compile_path	Directory where the article is compiled and all auxiliary files are saved into. If NULL, a temporary directory is used.
pkg_dir	Internal directory where the package is installed. Used to retrieve the master Rnw file.

Value

The function will generate a pdf corresponding to the statistical supplement of Styring et al. (2020)

christianu7/aistats2020smi documentation built on March 7, 2021, 2:40 p.m.