{"id":20651265,"url":"https://github.com/bhattbhavesh91/linear-regression-assumptions","last_synced_at":"2025-04-17T12:45:31.630Z","repository":{"id":108806321,"uuid":"225154071","full_name":"bhattbhavesh91/linear-regression-assumptions","owner":"bhattbhavesh91","description":"A small repository explaining how you can validate your linear regression model based on assumptions","archived":false,"fork":false,"pushed_at":"2021-05-29T12:57:37.000Z","size":57,"stargazers_count":13,"open_issues_count":0,"forks_count":21,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-29T06:11:19.549Z","etag":null,"topics":["assumptions","linear-regression","linear-regression-assumptions","linear-regression-python","ols-statsmodels","python","statsmodels","video"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":["https://www.buymeacoffee.com/bhattbhavesh91"],"categories":[],"sub_categories":[],"readme":"# Interpreting the Summary table from OLS Statsmodels of Linear Regression\n\n**If you like my work, you can support me by buying me a coffee by clicking the link below**\n\n\u003ca href=\"https://www.buymeacoffee.com/bhattbhavesh91\" target=\"_blank\"\u003e\u003cimg src=\"https://www.buymeacoffee.com/assets/img/custom_images/orange_img.png\" alt=\"Buy Me A Coffee\" style=\"height: 41px !important;width: 174px !important;box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;-webkit-box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;\" \u003e\u003c/a\u003e\n\n## To view the video\n* [Click here](https://youtu.be/U7D1h5bbpcs)\n* Click on the image below\n\n[![Interpreting the Summary table from OLS Statsmodels](http://img.youtube.com/vi/U7D1h5bbpcs/0.jpg)](http://www.youtube.com/watch?v=U7D1h5bbpcs)\n\n# Verifying the Assumptions of Linear Regression in Python\n## To view the video\n* [Click here](https://youtu.be/rw84t7QU2O0)\n* Click on the image below\n\n[![Verifying the Assumptions of Linear Regression in Python](http://img.youtube.com/vi/rw84t7QU2O0/0.jpg)](http://www.youtube.com/watch?v=rw84t7QU2O0)\n\n## Follow Me\n\u003ca href=\"https://twitter.com/_bhaveshbhatt\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/tw.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/bhaveshbhatt8791/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/ytb.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/PythonTricks/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/python_logo.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca 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