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Name: StatisticalRethinkingJulia

Type: Organization

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

StatisticalRethinkingJulia's Projects

Currently only used for comparison with DiffEqBayesStan.jl

DynamicHMC versions of StatisticalRethinking models

DEPRECATED. Mamba versions of StatisticalRethinking models.

Comparing performance and results of mcmc options using Julia

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

StatististicalRethinking notebook project using Stan and Pluto notebooks.

Max Lapan's StatisticalRethinking notebook project using Turing and Jupyter.

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

Stan versions of StatisticalRethinking models.

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

Common functions for StatisticalRethinkingJulia Github organization projects such as SRStan and SRTuring.

Currently this project is a placeholder while I'm restructuring StatisticalRethinking.jl and StatisticalRethinkingStan.jl.

Plots based plotting functions for StatisticalRethinking

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

Model comparison functions for statistical models as used in StatisticalRethinking. Version 2 will likely use or be based on ParetoSmooth.jl.

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

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