In jburos/biostan: Intro to Stan for BioC2016 workshop

knitr::opts_chunk$set(echo = FALSE)

Outline {.bigger}

• Intro: Stan for Bayesian inference (20m)
• Example: Bernoulli model (15m)
• Example: Linear regression (15m)
• Example: Survival analysis (35m)
• Example: Mutation signature deconvolution (35m)

Workshop package {.bigger}

Download updated workshop materials from

http://github.com/jburos/biostan

Create a new project & load this repository into your R session.

Bayesian analysis process {.bigger}

• propose a model
• evaluate model on simulated data
• evaluate model on actual data
• draw inferences from the model
• (update proposed model)

jburos/biostan documentation built on May 18, 2019, 9:19 p.m.