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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

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

    Julia 386 32

  2. SR2StanPluto.jl SR2StanPluto.jl Public

    StatististicalRethinking notebook project using Stan and Pluto notebooks.

    Julia 18 7

  3. SR2TuringPluto.jl SR2TuringPluto.jl Public

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

    Julia 99 22

  4. ParetoSmoothedImportanceSampling.jl ParetoSmoothedImportanceSampling.jl Public

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

    Julia 7 2

Repositories

Showing 10 of 18 repositories
  • ParetoSmoothedImportanceSampling.jl Public

    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

    StatististicalRethinking notebook project using Stan and Pluto notebooks.

    StatisticalRethinkingJulia/SR2StanPluto.jl’s past year of commit activity
    Julia 18 MIT 7 0 0 Updated Aug 9, 2024
  • StatisticalRethinking.jl Public

    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 386 MIT 32 4 0 Updated Aug 9, 2024
  • SR2TuringPluto.jl Public

    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 99 MIT 22 1 0 Updated May 18, 2024
  • StructuralCausalModels.jl Public

    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 164 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 81 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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