{"id":17011343,"url":"https://github.com/noooway/bayesian-modelling-for-ab-testing","last_synced_at":"2025-04-12T08:35:03.032Z","repository":{"id":64923678,"uuid":"412856648","full_name":"noooway/Bayesian-Modelling-for-AB-Testing","owner":"noooway","description":null,"archived":false,"fork":false,"pushed_at":"2024-01-21T10:34:57.000Z","size":70466,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-26T03:41:43.061Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/noooway.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-10-02T16:51:46.000Z","updated_at":"2024-03-26T13:30:14.000Z","dependencies_parsed_at":"2023-09-03T18:59:47.068Z","dependency_job_id":null,"html_url":"https://github.com/noooway/Bayesian-Modelling-for-AB-Testing","commit_stats":null,"previous_names":["noooway/bayesian-modelling-for-ab-testing"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/noooway%2FBayesian-Modelling-for-AB-Testing","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/noooway%2FBayesian-Modelling-for-AB-Testing/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/noooway%2FBayesian-Modelling-for-AB-Testing/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/noooway%2FBayesian-Modelling-for-AB-Testing/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/noooway","download_url":"https://codeload.github.com/noooway/Bayesian-Modelling-for-AB-Testing/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248541014,"owners_count":21121481,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2024-10-14T06:06:50.625Z","updated_at":"2025-04-12T08:35:03.012Z","avatar_url":"https://github.com/noooway.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Байесовский подход к оценке А/Б-тестов\n\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://nbviewer.org/github/noooway/Bayesian-Modelling-for-AB-Testing/blob/main/1-%D0%9E%D0%B1%D1%89%D0%B8%D0%B5%20%D0%B8%D0%B4%D0%B5%D0%B8.ipynb\"\u003e\n        \u003cimg src=\"./figs/cover.png\" width=\"800\"/\u003e\n    \u003c/a\u003e\n\u003c/p\u003e\n\nПри проведении А/Б-тестов в мобильных приложениях и веб-сервисах требуется ответить на вопросы:  \n\n* Какой вариант лучше и насколько?   \n* Каковы оценки целевой метрики в каждом варианте?   \n* Насколько уверены в оценке?  \n* Сколько должен продолжаться эксперимент?   \n\nНа отдельных примерах показано, как ответить на вопросы выше с помощью байесовского моделирования.\n\n**Содержание:**\n\n1. [Общие идеи и сравнение конверсий](https://nbviewer.org/github/noooway/Bayesian-Modelling-for-AB-Testing/blob/main/1-%D0%9E%D0%B1%D1%89%D0%B8%D0%B5%20%D0%B8%D0%B4%D0%B5%D0%B8.ipynb)\n2. [Сравнение средних](https://nbviewer.org/github/noooway/Bayesian-Modelling-for-AB-Testing/blob/main/2-%D0%A1%D1%80%D0%B0%D0%B2%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5%20%D1%81%D1%80%D0%B5%D0%B4%D0%BD%D0%B8%D1%85.ipynb)  \n3. [Приложение: проверка статистических гипотез](https://nbviewer.org/github/noooway/Bayesian-Modelling-for-AB-Testing/blob/main/%D0%9F%D1%80%D0%B8%D0%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D0%B5-%D0%9F%D1%80%D0%BE%D0%B2%D0%B5%D1%80%D0%BA%D0%B0_%D1%81%D1%82%D0%B0%D1%82%D0%B8%D1%81%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D1%85_%D0%B3%D0%B8%D0%BF%D0%BE%D1%82%D0%B5%D0%B7.ipynb)  \n\n\n**Черновики:**\n\n[Приложение: сравнение методов оценки А/Б-тестов](https://github.com/noooway/Bayesian-Modelling-for-AB-Testing/blob/main/%D0%9F%D1%80%D0%B8%D0%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D0%B5-%D0%A1%D1%80%D0%B0%D0%B2%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BC%D0%B5%D1%82%D0%BE%D0%B4%D0%BE%D0%B2_%D0%BE%D1%86%D0%B5%D0%BD%D0%BA%D0%B8_%D0%90%D0%91_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2.ipynb)    \n[Приложение: множественные сравнения](https://github.com/noooway/Bayesian-Modelling-for-AB-Testing/blob/main/%D0%9F%D1%80%D0%B8%D0%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D0%B5-%D0%9C%D0%BD%D0%BE%D0%B6%D0%B5%D1%81%D1%82%D0%B2%D0%B5%D0%BD%D0%BD%D1%8B%D0%B5_%D1%81%D1%80%D0%B0%D0%B2%D0%BD%D0%B5%D0%BD%D0%B8%D1%8F.ipynb)  \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnoooway%2Fbayesian-modelling-for-ab-testing","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnoooway%2Fbayesian-modelling-for-ab-testing","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnoooway%2Fbayesian-modelling-for-ab-testing/lists"}