The book:
| GFreya' R for Statistics Book |
|---|
 |
| Click |
🌻 = Done
✍️ = On Progress
| Status | Name | Details |
|---|---|---|
| 🌻 | Introduction and Installation | Done |
| 🌻 | Data Visualization | Done |
| 🌻 | Correlation for Categorical Variables | Done |
| 🌻 | Correlation for Numerical Variables | Done |
| 🌻 | Probability | Done |
| ✍️ | Random Variable | pmf and discrete cdf done, next continuous pdf and cdf |
| ✍️ | Classical Tests | Not yet |
| ✍️ | Statistical Modelling | Not yet |
| ✍️ | Regression | Not yet |
| ✍️ | Analysis of Variance | Not yet |
| ✍️ | Analysis of Covariance | Not yet |
| ✍️ | Generalized Linear Models | Not yet |
| ✍️ | Generalized Additive Models | Not yet |
| ✍️ | Non-linear Regression | Not yet |
| ✍️ | Tree Models | Not yet |
| ✍️ | Time Series Analysis | Not yet |
| ✍️ | Multivariate Statistics | Not yet |
| ✍️ | Spatial Statistics | Not yet |
| ✍️ | Survival Analysis | Not yet |
| Name | Visualization |
|---|---|
| Bar chart for USA Crimes, Race of Perpetrator |  |
| Histogram for USA Crimes, Age of Perpetrator |  |
| Histogram for USA Crimes, Age of Victim |  |
| World Economic, Correlation Plot |  |
| World Economic, Literacy and GDP |  |
| Heatmap for Car Accidents |  |
| Probability mass function |  |
| Discrete cdf |  |
Go to a directory specified to learn this, then open terminal / xterm and type:
git clone https://github.com/glanzkaiser/GFreya-R-for-Statistics.git
For anyone who wants to learn rigorously to be an enginner or inventor