This project is about Rainfall modelling and assumptions testing, you can expect:

• working on real data from Polish Institute of Meteorology and Weather Management
• data cleaning and analysis
• econometric modelling (OLS, Kernel Regression)
• OLS assumptions testing (RESET (several alternatives), Breusch-Pagan, Breusch-Godfrey, Jarque-Bera, Rescaled Moments, VIFs)
• model selection (information criteria)
• performance measurement (MSE, RMSE, MAE, MAPE, R squared and adjusted R squared, F test, scatterplots)
• data transformations (Principal Component Analysis, Box Cox power transform)
• “forecasting” (see the report why quotation marks used ;))
• discussion about endogeneity
• Python notebook (and many HTML files with models for many weather stations)
• quality paper-style report in Polish

• econometrics
• notebook
• Python
• quality report
• R
• statistics