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@StatisticalRethinkingJulia

StatisticalRethinkingJulia

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

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  1. StatisticalRethinking.jl Public

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

    Julia 391 33

  2. SR2StanPluto.jl Public

    StatististicalRethinking notebook project using Stan and Pluto notebooks.

    Julia 19 7

  3. SR2TuringPluto.jl Public

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

    Julia 98 22

  4. ParetoSmoothedImportanceSampling.jl Public

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

    Julia 7 2

Repositories

Showing 10 of 18 repositories
  • StatisticalRethinking.jl Public

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

    Julia 391 MIT 33 4 0 Updated Jan 6, 2025
  • ParetoSmoothedImportanceSampling.jl Public

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

    Julia 7 GPL-3.0 2 0 0 Updated Aug 9, 2024
  • SR2StanPluto.jl Public

    StatististicalRethinking notebook project using Stan and Pluto notebooks.

    Julia 19 MIT 7 0 0 Updated Aug 9, 2024
  • SR2TuringPluto.jl Public

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

    Julia 98 MIT 22 1 0 Updated May 18, 2024
  • StructuralCausalModels.jl Public

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

    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

    Julia 164 MIT 17 1 8 Updated Sep 9, 2023
  • DynamicHMCModels.jl Public archive

    DynamicHMC versions of StatisticalRethinking models

    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).

    Julia 82 MIT 19 0 0 Updated Mar 14, 2023
  • StatisticalRethinkingPlots.jl Public archive

    Plots based plotting functions for StatisticalRethinking

    Julia 2 MIT 1 0 0 Updated Nov 16, 2022
  • DiffEqBayesTuring.jl Public archive

    Currently only used for comparison with DiffEqBayesStan.jl

    Julia 0 MIT 0 0 1 Updated Mar 16, 2022
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