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Computational Actuarial Science with R - Chapman & Hall / CRC The R Series Arthur Charpentier 1. izdevums
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Computational Actuarial Science with R - Chapman & Hall / CRC The R Series
Arthur Charpentier
A Hands-On Approach to Understanding and Using Actuarial Models
Computational Actuarial Science with R provides an introduction to the computational aspects of actuarial science. Using simple R code, the book helps you understand the algorithms involved in actuarial computations. It also covers more advanced topics, such as parallel computing and C/C++ embedded codes.
After an introduction to the R language, the book is divided into four parts. The first one addresses methodology and statistical modeling issues. The second part discusses the computational facets of life insurance, including life contingencies calculations and prospective life tables. Focusing on finance from an actuarial perspective, the next part presents techniques for modeling stock prices, nonlinear time series, yield curves, interest rates, and portfolio optimization. The last part explains how to use R to deal with computational issues of nonlife insurance.
Taking a do-it-yourself approach to understanding algorithms, this book demystifies the computational aspects of actuarial science. It shows that even complex computations can usually be done without too much trouble. Datasets used in the text are available in an R package (CASdatasets).
656 pages, 178 black & white illustrations, 22 black & white tables
| Mediji | Grāmatas Paperback Book (Grāmata ar mīksto vāku un līmēto muguru) |
| Izlaists | 2016. gada 27. oktobris |
| ISBN13 | 9781138033788 |
| Izdevēji | Taylor & Francis Ltd |
| Lapas | 650 |
| Izmēri | 227 × 255 × 43 mm · 1,14 kg |
| Valoda | Angļu |
| Redaktors | Charpentier, Arthur (University of Quebec at Montreal, Canada) |
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