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@StatisticalRethinkingJulia

StatisticalRethinkingJulia

Julia versions of the 'golems' in Statistical Rethinking by Richard McElreath.

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  1. StatisticalRethinking.jl StatisticalRethinking.jl Public archive

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

    Julia 391 33

  2. SR2StanPluto.jl SR2StanPluto.jl Public archive

    StatististicalRethinking notebook project using Stan and Pluto notebooks.

    Julia 19 7

  3. SR2TuringPluto.jl SR2TuringPluto.jl Public archive

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

    Julia 98 22

  4. ParetoSmoothedImportanceSampling.jl ParetoSmoothedImportanceSampling.jl Public archive

    WAIC and PSIS model comparison methods as explained in Statistical Rethinking.

    Julia 7 2

Repositories

Showing 10 of 18 repositories
  • StatisticalRethinking.jl Public archive

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

    StatisticalRethinkingJulia/StatisticalRethinking.jl’s past year of commit activity
    Julia 391 MIT 33 4 0 Updated Jan 6, 2025
  • ParetoSmoothedImportanceSampling.jl Public archive

    WAIC and PSIS model comparison methods as explained in Statistical Rethinking.

    StatisticalRethinkingJulia/ParetoSmoothedImportanceSampling.jl’s past year of commit activity
    Julia 7 GPL-3.0 2 0 0 Updated Aug 9, 2024
  • SR2StanPluto.jl Public archive

    StatististicalRethinking notebook project using Stan and Pluto notebooks.

    StatisticalRethinkingJulia/SR2StanPluto.jl’s past year of commit activity
    Julia 19 MIT 7 0 0 Updated Aug 9, 2024
  • SR2TuringPluto.jl Public archive

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

    StatisticalRethinkingJulia/SR2TuringPluto.jl’s past year of commit activity
    Julia 98 MIT 22 1 0 Updated May 18, 2024
  • StructuralCausalModels.jl Public archive

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

    StatisticalRethinkingJulia/StructuralCausalModels.jl’s past year of commit activity
    Julia 31 GPL-3.0 6 0 0 Updated Mar 15, 2024
  • TuringModels.jl Public archive

    Implementations of the models from the Statistical Rethinking book with Turing.jl

    StatisticalRethinkingJulia/TuringModels.jl’s past year of commit activity
    Julia 163 MIT 17 1 8 Updated Sep 9, 2023
  • DynamicHMCModels.jl Public archive

    DynamicHMC versions of StatisticalRethinking models

    StatisticalRethinkingJulia/DynamicHMCModels.jl’s past year of commit activity
    Julia 18 MIT 3 0 0 Updated Jul 31, 2023
  • StatisticsWithJuliaPlutoNotebooks.jl Public archive

    Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).

    StatisticalRethinkingJulia/StatisticsWithJuliaPlutoNotebooks.jl’s past year of commit activity
    Julia 82 MIT 19 0 0 Updated Mar 14, 2023
  • StatisticalRethinkingPlots.jl Public archive

    Plots based plotting functions for StatisticalRethinking

    StatisticalRethinkingJulia/StatisticalRethinkingPlots.jl’s past year of commit activity
    Julia 2 MIT 1 0 0 Updated Nov 16, 2022
  • DiffEqBayesTuring.jl Public archive

    Currently only used for comparison with DiffEqBayesStan.jl

    StatisticalRethinkingJulia/DiffEqBayesTuring.jl’s past year of commit activity
    Julia 0 MIT 0 0 1 Updated Mar 16, 2022
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