Introducing Monte Carlo Methods with R di Christian P. Robert, George Casella edito da Springer-Verlag GmbH
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Introducing Monte Carlo Methods with R

Collana:
Use R!
EAN:

9781441915757

ISBN:

1441915753

Pagine:
284
Formato:
Paperback
Lingua:
Inglese
Acquistabile con la

Descrizione Introducing Monte Carlo Methods with R

Computational techniques based on simulation have now become an essential part of the statistician's toolbox. It is thus crucial to provide statisticians with a practical understanding of those methods, and there is no better way to develop intuition and skills for simulation than to use simulation to solve statistical problems. Introducing Monte Carlo Methods with R covers the main tools used in statistical simulation from a programmer's point of view, explaining the R implementation of each simulation technique and providing the output for better understanding and comparison. While this book constitutes a comprehensive treatment of simulation methods, the theoretical justification of those methods has been considerably reduced, compared with Robert and Casella (2004). Similarly, the more exploratory and less stable solutions are not covered here.

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