Klugman, Panjer, Willmot:

Loss Models: From Data to Decisions, 5th Edition

Student Companion Site

Table Of Contents

Chapter 1: Modeling

Chapter 2: Random Variables

Chapter 3: Basic Distributional Quantities

Chapter 4: Characteristics of Actuarial Models

Chapter 5: Continuous Models

Chapter 6: Discrete Distributions

Chapter 7: Advanced Discrete Distributions

Chapter 8: Frequency and Severity with Coverage Modifications

Chapter 9: Aggregate Loss Models

Chapter 10: Introduction to Mathematical Statistics

Chapter 11: Maximum Likelihood Estimation

Chapter 12: Frequentist Estimation for Discrete Distributions

Chapter 13: Bayesian Estimation

Chapter 14: Construction of Empirical Models

Chapter 15: Model Selection

Chapter 16: Introduction to Limited Fluctuation Credibility

Chapter 17: Greatest Accuracy Credibility

Chapter 18: Empirical Bayes Parameter Estimation

Chapter 19: Simulation
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