ISBN(s): 979-8-89016-354-7 | 978-1-64756-317-2 | 978-1-64756-316-5 | 979-8-89016-355-4 | 978-1-64756-318-9
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Overview
There are books on R and books on modern statistical methods, but very few books on both, and fewer still that are accessible to the newcomer and focused on actuarial applications. R for Actuaries and Data Scientists is designed to fill this void.
Written in a light, conversational style, this book will show you how to install and get up to speed with R in no time. It will also give you an overview of the key modeling techniques in modern data science including generalized linear models, decision trees, and random forests, and illustrates the use of these techniques with real datasets from insurance.
Engaging and at times funny, this book will be valuable for both newcomers to R and experienced practitioners who would like a better understanding of how R can be applied in insurance.
Highlights and Details
- Includes a digital supplement solutions manual to all the problems in the book and is available to everyone who purchases this book
- Contains over 140 exercise so you can practice what you've learned along the way
- All of the non-trivial data examples will feature insurance data
- Designed for all levels of R knowledge
- Fantastic resource for actuaries
About the Author
Brian Fannin, ACAS, CSPA
Brian Fannin, ACAS, CSPA, is a staff actuary at the Casualty Actuarial Society. He has given numerous seminars on R and written several software packages for R including MRMR, represtools, and imaginator. Prior to joining the CAS, Brian worked for several insurance companies in the US and Europe. In 2017, he founded PirateGrunt LLC, a consultancy which provides actuarial and predictive modeling services, as well as R training.