StatisticalRethinkingJulia

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18 repositories

ParetoSmoothedImportanceSampling.jl
Public
WAIC and PSIS model comparison methods as explained in Statistical Rethinking.
Julia
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GNU General Public License v3.0
•2•7•0•0•Updated Aug 9, 2024Aug 9, 2024
SR2StanPluto.jl
Public
StatististicalRethinking notebook project using Stan and Pluto notebooks.
stan mcmc statistical-rethinking pluto-notebooks julia-project
Julia
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MIT License
•7•18•0•0•Updated Aug 9, 2024Aug 9, 2024
StatisticalRethinking.jl
Public
Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.
regression-models julia-package statistical-rethinking mcmc
Julia
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MIT License
•32•385•4•0•Updated Aug 9, 2024Aug 9, 2024
SR2TuringPluto.jl
Public
StatisticalRethinking notebook project using Turing and Pluto notebooks (derived from Max Lapan's Jupyter project)
mcmc turing statistical-rethinking pluto-notebooks julia-project
Julia
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MIT License
•21•98•1•0•Updated May 18, 2024May 18, 2024
StructuralCausalModels.jl
Public
Initial look at directed acyclic graph (DAG) based causal models in regression.
experimental julia-package statistical-rethinking causal-models
Julia
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GNU General Public License v3.0
•6•31•0•0•Updated Mar 15, 2024Mar 15, 2024
TuringModels.jl
Public archive
Implementations of the models from the Statistical Rethinking book with Turing.jl
julia-language mcmc turing franklin statisticalrethinking turinglang
Julia
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MIT License
•17•164•1•8•Updated Sep 9, 2023Sep 9, 2023
DynamicHMCModels.jl
Public archive
DynamicHMC versions of StatisticalRethinking models
mcmc julia-package statistical-rethinking dynamichmc
Julia
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MIT License
•3•18•0•0•Updated Jul 31, 2023Jul 31, 2023
StatisticsWithJuliaPlutoNotebooks.jl
Public archive
Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).
book statistics-learning julia-project pluto-notebooks
Julia
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MIT License
•19•81•0•0•Updated Mar 14, 2023Mar 14, 2023
StatisticalRethinkingPlots.jl
Public archive
Plots based plotting functions for StatisticalRethinking
Julia
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MIT License
•1•2•0•0•Updated Nov 16, 2022Nov 16, 2022
DiffEqBayesTuring.jl
Public archive
Currently only used for comparison with DiffEqBayesStan.jl
Julia
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MIT License
•0•0•0•1•Updated Mar 16, 2022Mar 16, 2022
SR2TuringJupyter.jl
Public
Max Lapan's StatisticalRethinking notebook project using Turing and Jupyter.
Jupyter Notebook
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MIT License
•19•0•0•0•Updated Feb 23, 2022Feb 23, 2022
StatisticalRethinkingBase.jl
Public
Common functions for StatisticalRethinkingJulia Github organization projects such as SRStan and SRTuring.
Julia
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Other
•0•0•0•0•Updated Nov 28, 2021Nov 28, 2021
StatsModelComparisons.jl
Public
Model comparison functions for statistical models as used in StatisticalRethinking. Version 2 will likely use or be based on ParetoSmooth.jl.
Julia
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GNU General Public License v3.0
•3•6•3•0•Updated Oct 4, 2021Oct 4, 2021
MCMCBenchmarks.jl
Public
Comparing performance and results of mcmc options using Julia
mcmc julia-package benchmarking
Julia
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MIT License
•6•38•4•4•Updated Aug 27, 2021Aug 27, 2021
StanModels.jl
Public archive
Stan versions of StatisticalRethinking models.
cmdstan
Julia
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MIT License
•0•7•0•0•Updated May 3, 2021May 3, 2021
StatisticalRethinkingDHMC.jl
Public archive
Currently this project is a placeholder while I'm restructuring StatisticalRethinking.jl and StatisticalRethinkingStan.jl.
Julia
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MIT License
•0•0•0•0•Updated Mar 22, 2021Mar 22, 2021
MambaModels.jl
Public archive
DEPRECATED. Mamba versions of StatisticalRethinking models.
mamba
Julia
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Other
•0•0•0•0•Updated Dec 26, 2020Dec 26, 2020
MCMCBenchmarkSuite.jl
Public
Julia
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MIT License
•2•4•1•0•Updated Oct 7, 2020Oct 7, 2020