Modelling mortality with actuarial applications
AUTHOR : Macdonald, Angus S.
CALL NO : HG8783 M135m 2018
IMPRINT : Cambridge : Cambridge University Press, c2018
Actuaries have access to a wealth of individual data in pension and insurance portfolios, but rarely use its full potential. This book will pave the way, from methods using aggregate counts to modern developments in survival analysis. Based on the fundamental concept of the hazard rate, Part I shows how and why to build statistical models, based on data at the level of the individual persons in a pension scheme or life insurance portfolio. Extensive use is made of the R statistics package. Smooth models, including regression and spline models in one and two dimensions, are covered in depth in Part II. Finally, Part III uses multiple-state models to extend survival models beyond the simple life/death setting, and includes a brief introduction to the modern counting process approach. Practising actuaries will find this book indispensable, and students will find it helpful when preparing for their professional examinations.
- The first book to present survival analysis as a useful tool for actuaries
- Extensive use of R throughout allows actuaries to quickly apply the techniques to their own data
- The book will teach actuaries how to realise the full potential of their available data
