Introduction to scientific programming and simulation using R /

502.855133
J78

136158

Jones, Owen. Introduction to scientific programming and simulation using R / Owen Jones, Robert Maillardet and Andrew Robinson. - 2nd ed. - Boca Raton : CRC Press, c2014.
xxiv, 582 p. : illustrations ; 24 cm. - (Chapman & Hall/CRC the R series ) Includes index. Content notes : 1. Setting up--
2. R as a calculating environment--
3. Basic programming--
4. I/O: Input and output--
5. Programming with functions--
6. Sophisticated data structures--
7. Better graphics--
8. Pointers to further programming techniques--
9. Numerical accuracy and program efficiency--
10. Root-finding--
11. Numerical integration--
12. Opetimisation--
13. Systems of ordinary differential equations--
14. Probability--
15. Random variables--
16. Discrete random variables--
17. Continuous random variables--
18. Parameter estimation--
19. Markov chains--
20. Simulation--
21. Monte Carlo integration--
22. Variance reduction--
23. Case studies--
24. Student projects--
Glossary of R commands--
Programs and functions developed in the text--
Index. 9781466569997 * Science - Data processing. Science - Computer simulation. Stochastic processes - Mathematical models. Numerical analysis - Data processing. Computer programming. * Maillardet, Robert.Robinson, Andrew. * Title * Series