Predictive Modeling Applications in Actuarial Science, Volume II: Case Studies in Insurance

1. Pure premium modeling using generalized linear models Ernesto Schirmacher
2. Applying generalized linear models to insurance data - frequency-severity vs pure premium modeling Dan Tevet
3. GLMs as predictive claim models Greg Taylor and James Sullivan
4. Frameworks for general insurance ratemaking - beyond the generalized linear model Peng Shiy and James Guszczaz
5. Using multilevel modeling for group health insurance ratemaking - a case study from the Egyptian market Mona S. A. Hammad and Galal A. H. Harby
6. Clustering in general insurance pricing Ji Yao
7. Advanced unsupervised learning methods applied to insurance claims data Louise A. Francis
8. The predictive distribution of loss reserve estimates over a finite time horizon Glenn Meyers
9. Finite mixture model and workers compensation large loss regression analysis Luyang Fu and Xianfang Liu
10. A framework for managing claim escalation using predictive modeling Mohamad A. Hindawi and Claudine H. Modlin
11. Predictive modeling for usage-based auto insurance Udi Makov and Jim Weiss.