02823oam 2200505 450 99641818260331620210618120151.03-030-57556-X10.1007/978-3-030-57556-4(CKB)4100000011586001(DE-He213)978-3-030-57556-4(MiAaPQ)EBC6455952(PPN)252509145(EXLCZ)99410000001158600120210618d2020 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierEffective statistical learning methods for actuatriesIITree-based methods and extensions /Michel Denuit, Donatien Hainaut, Julien Trufin1st ed. 2020.Cham, Switzerland :Springer,[2020]©20201 online resource (X, 228 p. 68 illus., 6 illus. in color.) Springer Actuarial Lecture Notes,2523-32703-030-57555-1 Chapter 1: Introductio -- Chapter 2 : Performance Evaluation -- Chapter 3 Regression Trees -- Chapter 4 Bagging Trees and Random Forests -- Chapter 5 Boosting Trees -- Chapter 6 Other Measures for Model Comparison.This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities. The exposition alternates between methodological aspects and numerical illustrations or case studies. All numerical illustrations are performed with the R statistical software. The technical prerequisites are kept at a reasonable level in order to reach a broad readership. In particular, masters students in actuarial sciences and actuaries wishing to update their skills in machine learning will find the book useful. This is the second of three volumes entitled Effective Statistical Learning Methods for Actuaries. Written by actuaries for actuaries, this series offers a comprehensive overview of insurance data analytics with applications to P&C, life and health insurance.Springer Actuarial Lecture Notes,2523-3289Regression analysisActuarial scienceRegression analysis.Actuarial science.519.536Denuit Michel781288Hainaut DonatienTrufin JulienMiAaPQMiAaPQUtOrBLWBOOK996418182603316Effective statistical learning methods for actuatries2243027UNISA01399nam0 22003131i 450 UON0020735220231205103319.67708-14-75007-420030730d1984 |0itac50 baengUS|||| 1||||Beyond their sexlearned women of the European pastedited by Patricia H. Labalme1st paperbound edition - New YorkLondonNew York University Press1984xx, 188 p.ill.23 cm.DonnaEducazioneEuropaSec. 13.-19.UONC066349FIDonnaEuropaStoriaSec. 13.-19.UONC066348FIEuropaVita intellettualeSec. 13.-19.UONC066350FIUSNew YorkUONL000050GBLondonUONL003044305.4Gruppi secondo il sesso. Donne21LABALMEPatricia H.UONV124557New York University PressUONV247694650ITSOL20250829RICAUON00207352SIBA - SISTEMA BIBLIOTECARIO DI ATENEOSI Angl X 405 SI LO 45768 5 405 SIBA - SISTEMA BIBLIOTECARIO DI ATENEOSI Angl XIV 131 SI LO 29756 5 131 Beyond their sex299249UNIOR01145cam0 22003131 450 SOBE0008451120250918082149.088-202-0709-520250918d1986 |||||ita|0103 baitaIT BS Burne-Jones: dal preraffaellismo al simbolismoa cura di Maria Teresa Benedetti e Gianna PiantoniMilanoMazzotta1986286 p.ill.31 cmCatalogo della mostra tenuta a Roma nel 1986Burne-Jones: dal preraffaellismo al simbolismoSOBA000355991066160Benedetti, Maria TeresaA600200036200070Piantoni, GiannaSOBA00035597070Burne-Jones, Edward ColeySOBA00035598040ITUNISOB20250918RICAUNISOBUNISOBFondo|Calì184295SOBE00084511M 102 Monografia moderna SBNMFondo|Calì001855SI18429520250612CaliDonoNrovitoUNISOBUNISOB20250918081857.020250918081930.0rovitoBurne-Jones1066160UNISOB