This project is about hedonic price model for different price distribution quantiles (German real estate) estimation, you can expect:

• short data analysis (dependent variable distribution and its moments)
• data transforms (logarithm, ordinal, nominal transforms)
• standard hedonic price model estimation (OLS)
• statistical tests (Jarque-Bera, White)
• outliers detection (Cook’s distance, standarized and studentized residuals)
• quantiles hedonic price models estimation (with bootstraped covariance matrix - 999 replications)
• extremely interesting Beta coefficients estimates vs price quantiles plots with interpretation and inference
• quality paper-style report in Polish

• econometrics
• quality report
• R
• STATA