Research

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CAS Publications

E-Forum

Enhancing the Generalized Linear Modeling Approach with Machine Learning Technique
Jie Dai, FCAS, CSPA

Ratemaking for a New Territory: Enhancing GLM Pricing Model with a Bayesian Analysis
Jing Zhang and Tatjana Miljkovic

CAS Monographs

CAS Monograph No. 3 – Stochastic Loss Reserving Using Generalized Linear Models by Greg Taylor and Gráinne McGuire

CAS Monograph No. 5 – Generalized Linear Models for Insurance Rating by Mark Goldburd, Anand Khare, and Dan Tevet

CAS Monograph No. 6 – A Machine-Learning Approach to Parameter Estimation by Jim Kunce and Som Chatterjee

Variance Journal

CAS Publishes Special Issue of Variance

Rating Endorsements Using Generalized Linear Models
By Edward W. Frees, Gee Lee

Recent Articles in the Actuarial Review

2019 Predictive Analytics Marketplace

Including Insurers Explore New Frontiers in Claim Management by Kate Walker, CSPA.

Past Issues:
2018 Predictive Analytics Marketplace
2017 CAS Predictive Analytics Marketplace

The Coming Revolution in Actuarial Modeling – Election Day Lessons for the Predictive Data Analyst
by Stephen Mildenhall, CSPA, Ph.D., FCAS, ASA, MAAA, CERA

Published Books

Predictive Modeling Applications in Actuarial Science: Volume 1, Predictive Modeling Techniques

Predictive Modeling Applications in Actuarial Science: Volume 2, Case Studies in Insurance