statistical-rethinking

There are 1 repository under statistical-rethinking topic.

• StatisticalRethinkingJulia / StatisticalRethinking.jl

  Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.

  julia-packagestatistical-rethinkingregression-modelsmcmc
  Language:Julia 382

• ksachdeva / rethinking-tensorflow-probability

  Statistical Rethinking (2nd Ed) with Tensorflow Probability

  tensorflowtensorflow-probabilitybayesian-inferencebayesian-statisticsstatistical-rethinkingtutorialsmarkov-chain-monte-carlovariational-inference
  Language:Jupyter Notebook 269

• StatisticalRethinkingJulia / SR2TuringPluto.jl

  StatisticalRethinking notebook project using Turing and Pluto notebooks (derived from Max Lapan's Jupyter project)

  julia-projectmcmcpluto-notebooksturingstatistical-rethinking
  Language:Julia 95

• StatisticalRethinkingJulia / StructuralCausalModels.jl

  Initial look at directed acyclic graph (DAG) based causal models in regression.

  julia-packagecausal-modelsexperimentalstatistical-rethinking
  Language:Julia 32

• StatisticalRethinkingJulia / DynamicHMCModels.jl

  DynamicHMC versions of StatisticalRethinking models

  dynamichmcjulia-packagemcmcstatistical-rethinking
  Language:Julia 18

• StatisticalRethinkingJulia / SR2StanPluto.jl

  StatististicalRethinking notebook project using Stan and Pluto notebooks.

  mcmcpluto-notebooksjulia-projectstatistical-rethinkingstan
  Language:Julia 18

• rer98 / statistical_rethinking2

  Notebooks (mostly R but some PyMC3) covering Prof Richard McElreath's Statistical Rethinking 2 book (draft version up to 26th Sept 2019) and Homeworks from his winter 2019 lecture course

  bayesian-inferencebayesian-statisticscausal-inferencemarkov-chain-monte-carlobayesian-data-analysisstatisticsstatistical-rethinkingrstanpymc3data-science
  Language:Jupyter Notebook 3

• JamesHWade / statistical-rethinking-with-tidymodels

  The quarto version lives here:

  bayesbrmsggplot2statistical-rethinking
  Language:TeX 2

• robitalec / statistical-rethinking-colearning-2023

  Statistical Rethinking colearning 2023

  rstanstatistical-rethinking
  Language:R 2

• jhrcook / statistical-rethinking

  Notes on Statistical Rethinking: A Bayesian Course with Examples in R and Stan

  statisticsbayesianbayesian-statisticsstatistical-rethinkingrrstats
  Language:R 1

• robitalec / statistical-rethinking-colearning-2024

  :memo: Statistical Rethinking colearning 2024

  bayesianbrmsdagsrstanstatistical-rethinkingcausal-inference
  Language:R 1

• rodolphomacedo / statistical_rethinking_pt_BR

  Notes about Statistical Rethinking | Richard McElreath

  statistical-rethinkingrichard-mcelreathbayesian-inferencecausalitycausality-analysisbayesian-statisticsbayesianestatisticamc-stanlaplacejupyternotebook
  Language:Jupyter Notebook 1

• spencerpease-classes / statistical-rethinking

  Worked problems and examples from Statistical Rethinking

  juliarstatistical-rethinking
  Language:R 0

• FrankLef / rethinking2020

  Study project of Statistical Rethinking, 2nd edition, Richard McElreath

  bayesian-statisticsbmrsstatisticalstatistical-rethinking
  Language:JavaScript

• jhrcook / statistical-rethinking-website

  A static website for my notes on "Statistical Rethinking" by Richard McElreath.

  rbayesbayesian-statisticsstatistical-rethinkinghugohugo-academic
  Language:R

• liao961120 / rethinking_code

  Using Kaggle Notebook to run code in Statistical Rethinking

  statistical-rethinkingrethinkingrstanbayesianrkaggle-notebook
  Language:Jupyter Notebook

• robitalec / statistical-rethinking

  Learning bayesian data analysis with Statistical Rethinking

  bookdowncmdstanrstanstantargetsstatistical-rethinkingtargets
  Language:HTML

• tugberkcapraz / learning-stan-with-statistical-rethinking

  Do you like the book Statistical Rethinking? I am translating all the models into stan

  stanstatistical-rethinking