{"id":16272866,"url":"https://github.com/robitalec/statistical-rethinking","last_synced_at":"2026-01-22T10:35:09.880Z","repository":{"id":109036228,"uuid":"415129999","full_name":"robitalec/statistical-rethinking","owner":"robitalec","description":"Learning bayesian data analysis with Statistical Rethinking","archived":false,"fork":false,"pushed_at":"2022-02-23T23:45:35.000Z","size":24209,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-08T15:52:31.955Z","etag":null,"topics":["bookdown","cmdstanr","stan","stantargets","statistical-rethinking","targets"],"latest_commit_sha":null,"homepage":"https://www.statistical-rethinking.robitalec.ca/","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/robitalec.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-10-08T21:20:29.000Z","updated_at":"2021-10-08T22:04:49.000Z","dependencies_parsed_at":"2023-03-25T20:49:15.738Z","dependency_job_id":null,"html_url":"https://github.com/robitalec/statistical-rethinking","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/robitalec/statistical-rethinking","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robitalec%2Fstatistical-rethinking","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robitalec%2Fstatistical-rethinking/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robitalec%2Fstatistical-rethinking/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robitalec%2Fstatistical-rethinking/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/robitalec","download_url":"https://codeload.github.com/robitalec/statistical-rethinking/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robitalec%2Fstatistical-rethinking/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28661874,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-22T01:17:37.254Z","status":"online","status_checked_at":"2026-01-22T02:00:07.137Z","response_time":144,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bookdown","cmdstanr","stan","stantargets","statistical-rethinking","targets"],"created_at":"2024-10-10T18:20:01.456Z","updated_at":"2026-01-22T10:35:09.863Z","avatar_url":"https://github.com/robitalec.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Introduction {.unnumbered}\n\nLearning bayesian data analysis with the Statistical Rethinking textbook\nand online lectures. The original version followed the 2019 lectures, and\nI am in the progress of working through the 2022 lectures and associated homework\nwith the [statistical rethinking colearning 2022 group](https://github.com/robitalec/statistical-rethinking-colearning-2022).\n\n## Approach  {.unnumbered}\n\nFor Chapters 1-4, I use `quap` from the `rethinking` package, following\nalong with the book and solutions. For Chapters 5-10, I use `cmdstanr` and\n`stantargets` to benefit from the incredible `targets` package. All wrapped \nup with `bookdown`. Thanks to Richard McElreath for the book and providing\nlectures available online. And thanks to all the package and Stan developers. \n\nSee the full [references](#references) for all packages. \n\n## Links  {.unnumbered}\n\n* Course: [https://github.com/rmcelreath/statrethinking_winter2019](https://github.com/rmcelreath/statrethinking_winter2019)\n* `targets`: https://books.ropensci.org/targets/\n* `cmdstanr`: https://mc-stan.org/cmdstanr/\n* `stantargets`: https://docs.ropensci.org/stantargets/\n* `bookdown`: https://bookdown.org/home/\n\n## Adaptations  {.unnumbered}\n\nStan+R: https://vincentarelbundock.github.io/rethinking2/\n\ntidy+rethinking: https://david-salazar.github.io/2020/04/19/statistical-rethinking-week-1/\n\nbrms+tidy: https://bookdown.org/content/4857/\n\nJulia+Turing: https://github.com/StatisticalRethinkingJulia/TuringModels.jl\n\n\n## Etc {.unnumbered}\n\nhttps://chi-feng.github.io/mcmc-demo\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frobitalec%2Fstatistical-rethinking","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frobitalec%2Fstatistical-rethinking","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frobitalec%2Fstatistical-rethinking/lists"}