TY  - BOOK
AU  - Jones,Owen
AU  - Maillardet,Robert
AU  - Robinson,Andrew
TI  - Introduction to scientific programming and simulation using R
T2  - Chapman & Hall/CRC the R series
SN  - 9781466569997
U1  - 502.8553  23
PY  - 2014///
CY  - Boca Raton
PB  - CRC Press
KW  - Science
KW  - Data processing
KW  - Computer simulation
KW  - Stochastic processes
KW  - Mathematical models
KW  - Numerical analysis
KW  - Computer programming
N1  - Includes index; 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. Optimization--
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

N2  - This second edition continues to introduce scientific programming and stochastic modelling in a clear, practical, and thorough way. Readers learn programming by experimenting with the provided R code and data
ER  -