02777nam2 22004933i 450 VAN024905920230530085723.687N978303057556420220805d2020 |0itac50 baengCH|||| |||||ˆ2: ‰Tree-Based Methods and ExtensionsMichel Denuit, Donatien Hainaut, Julien TrufinChamSpringer2020x, 228 p.ill.24 cm001VAN01243832001 Springer Actuarial Lecture notes210 Cham [etc.]Springer001VAN01268442001 Effective Statistical Learning Methods for ActuariesMichel Denuit, Donatien Hainaut, Julien Trufin210 ChamSpringer2019-2020215 volumiill.24 cm2VAN0249061Effective Statistical Learning Methods for Actuaries. 2, Tree-Based Methods and Extensions290443562-XXStatistics [MSC 2020]VANC022998MF68T05Learning and adaptive systems in artificial intelligence [MSC 2020]VANC023390MF62J12Generalized linear models (logistic models) [MSC 2020]VANC025019MF62M10Time series, auto-correlation, regression, etc. in statistics (GARCH) [MSC 2020]VANC025079MF91-XXGame theory, economics, finance, and other social and behavioral sciences [MSC 2020]VANC025601MF62H30Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020]VANC028931MF62P05Applications of statistics to actuarial sciences and financial mathematics [MSC 2020]VANC030682MF91G05Actuarial mathematics [MSC 2020]VANC037105MFActuarial modelingKW:KInsurance risk classificationKW:KMachine learningKW:KSupervised learningKW:KTree-based methods for insuranceKW:KCHChamVANL001889DenuitMichelVANV098250781288HainautDonatienVANV098251781289TrufinJulienVANV098252781290Springer <editore>VANV108073650ITSOL20240614RICAhttp://doi.org/10.1007/978-3-030-57556-4E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN0249059BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 4636 08eMF4636 20220805 Effective Statistical Learning Methods for Actuaries. 2, Tree-Based Methods and Extensions2904435UNICAMPANIA