{"id":21082857,"url":"https://github.com/jxareas/linear-regression","last_synced_at":"2025-08-10T19:07:45.468Z","repository":{"id":129679733,"uuid":"387269382","full_name":"jxareas/Linear-Regression","owner":"jxareas","description":"Data Wrangling, Linear Models \u0026 other misc. 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It contains the R scripts and also their correspondent plots \u0026 datasets.\n\nYou are free to contribute with any example of yours.\n\n# Linear Models\n\nThis repository currently covers the scripts, plots and datasets to fit Elementary Linear Models, as well of some proofs by simulation of some key Statistical Concepts, such as:\n\n\n* [Linear Regression](https://github.com/jxareas/Introductory-Regression/blob/master/plots/01_09_PredictionInterval.pdf)\n* [Loglinear Regression](https://github.com/jxareas/Introductory-Regression/blob/master/plots/02_10_LogModel.pdf)\n* [Polynomial Regression](https://github.com/jxareas/Introductory-Regression/blob/master/plots/03_01_PolynomialFit.pdf)\n* [Poisson Regression](https://github.com/jxareas/Introductory-Regression/blob/master/plots/05_01_PoissonCurve.pdf)\n* [Logistic Regression](https://github.com/jxareas/Introductory-Regression/blob/master/plots/04_01_LogisticCurve.pdf)\n* [Residuals](https://github.com/jxareas/Introductory-Regression/blob/master/plots/01_05_DiamondResiduals.pdf)\n* [Diagnostic Plots](https://github.com/jxareas/Introductory-Regression/blob/master/plots/02_19_DiagnosticPlots.pdf)\n* [Mean Centering Variables](https://github.com/jxareas/Introductory-Regression/blob/master/plots/02_15_MeanCentering.pdf)\n* [Homoskedasticity](https://github.com/jxareas/Introductory-Regression/blob/master/plots/01_07_Homoskedasticity.pdf)\n* [Heteroskedasticity](https://github.com/jxareas/Introductory-Regression/blob/master/plots/01_08_Heteroskedasticity.pdf)\n\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjxareas%2Flinear-regression","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjxareas%2Flinear-regression","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjxareas%2Flinear-regression/lists"}