Edossa Merga Terefe2026-02-022023-05https://etd.hu.edu.et/handle/123456789/482en-USExtreme quantileslocal likelihood estimationquantile regressionrandom forestesthreshold exceedances.Extermal Random Forests Tree Based Machine Learning Methods And Extreme Value Theory For Vehicle Insurance DataThesis