This respository is made with the goal to learn how to analyze data from statistical perspective. Topics suggested and described in this repository are related to:
| Applied problems |
|---|
| Descriptive/exploratory Statistics |
| Probability Theory |
| Statistical inference |
| Linear models (GLM) |
| Non-parametric Statistics |
| Multivariate Statistics |
| Time Series prediction |
| Actuary |
| Experimental Design |
| Sampling Statistical Strategies |
| Bayesian Statistics |
| Advanced Predictive Modelling |
Feel free to edit and share your experiences related with data analysis using statistics!
Please codes with the next structure will make the help easier!:
- Folder with a name:
Inside :
- Code folder: All the raw code in (python, R, c++, javascrypt, etc.)
- Notebook: Your comments and outputs for the data and problems! (optional but better so others can understand easier!)
- Data folder: Your databases, json files, pkl or other data format.
- README.md: Category of the problem + Explaining your problem!
(If you don't have jupyter COMMENT the much as you can your code!)