Introduction to Scientific Programming and Simulation Using R
Owen Jones, Robert (University of Melbourne Parkville Melbourne Victoria Australia) Maillardet, Andrew (University of Melbourne Parkville Australia) Robinson
Innbundet
Engelsk
Chapman & Hall/CRC The R Series
- Format: Innbundet
- Antall sider: 606
- Språk: Engelsk
- Forlag/Utgiver: SD Books
- Serienavn: Chapman & Hall/CRC The R Series
- EAN: 9781466569997
- Utgivelsesår: 2014
- Bidragsyter: Jones, Owen; Maillardet, Robert (University of Melbourne, Parkville, Melbourne, Victoria, Australia); Robinson, Andrew (University of Melbourne, Parkville, Australia)
1 049,-
Learn How to Program Stochastic Models
Highly recommended, the best-selling first edition of Introduction to Scientific Programming and Simulation Using R was lauded as an excellent, easy-to-read introduction with extensive examples and exercises. 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.
The book¿s four parts teach:
- Core knowledge of R and programming concepts
- How to think about mathematics from a numerical point of view, including the application of these concepts to root finding, numerical integration, and optimisation
- Essentials of probability, random variables, and expectation required to understand simulation
- Stochastic modelling and simulation, including random number generation and Monte Carlo integration
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