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Table of Contents
Preface
Part I: LOSS MODELS.-1. Insurance Risk Classification.-Exponential Dispersion (ED) Distributions.-3.-Maximum Likelihood Estimation.-Part II LINEAR MODELS.-4. Generalized Linear Models (GLMs)
5.-Over-dispersion, credibility adjustments, mixed models, and regularization.-Part III ADDITIVE MODELS
6 Generalized Additive Models (GAMs)
7. Beyond Mean Modeling: Double GLMs and GAMs for Location, Scale and Shape (GAMLSS)
Part IV SPECIAL TOPICS
8. Some Generalized Non-Linear Models (GNMs)
9 Extreme Value Models
References.
Part I: LOSS MODELS.-1. Insurance Risk Classification.-Exponential Dispersion (ED) Distributions.-3.-Maximum Likelihood Estimation.-Part II LINEAR MODELS.-4. Generalized Linear Models (GLMs)
5.-Over-dispersion, credibility adjustments, mixed models, and regularization.-Part III ADDITIVE MODELS
6 Generalized Additive Models (GAMs)
7. Beyond Mean Modeling: Double GLMs and GAMs for Location, Scale and Shape (GAMLSS)
Part IV SPECIAL TOPICS
8. Some Generalized Non-Linear Models (GNMs)
9 Extreme Value Models
References.