Effective Statistical Learning Methods for Actuaries I
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This book summarizes the state of the art in generalized linear models (GLMs) and their various extensions: GAMs, mixed models and credibility, and some nonlinear variants (GNMs). Going beyond mean modeling, it considers volatility modeling (double GLMs) and the general modeling of location, scale and shape parameters (GAMLSS).
| Autor: | Kaas, Rob; Goovaerts, Marc; Dhaene, Jan; Denuit, Michel |
| Nakladatel: | Springer Nature Switzerland AG |
| ISBN: | 9783030258191 |
| Rok vydání: | 2019 |
| Jazyk : | Angličtina |
| Vazba: | Paperback / softback |
| Počet stran: | 441 |
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