Code Monkey home page Code Monkey logo

intro_bayes_workshop's Introduction

Introduction to Bayesian models

Materials for intro to Bayesian models workshop given at MPIDR as part of the Population and Social Data Science Summer Incubator Program.

Packages to install

If you would like to follow along with the coded examples, you will need to install the following packages:

  • tidyverse
  • rstan
  • rstanarm
  • tidybayes
  • janitor

The rstan package is probably to most important but also the most annoying to install. See detailed instructions here: https://github.com/stan-dev/rstan/wiki/RStan-Getting-Started

New stuff from last year!

  • Added questions in lab to allow for a moment of self-reflection
  • Added an example in lab with partially observed data (using simulated data)

intro_bayes_workshop's People

Contributors

mjalexander avatar

Stargazers

 avatar Rob Kemp avatar  avatar Ilya Klimkin avatar Donata Stonkute avatar Egor Kotov avatar Owain  gaunders avatar Tao Lin avatar Ugofilippo Basellini avatar Wen_S avatar Kevin Lou avatar  avatar wang minjie avatar Aliakbar Akbaritabar avatar

Watchers

James Cloos avatar  avatar Kostas Georgiou avatar wang minjie avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.