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Introducing monte carlo methods with R/ Christian P. Robert, George Casella

By: Robert, Christian PContributor(s): Casella, GeorgeMaterial type: Text

TextPublication details: New York: Springer, 2010Description: xix, 283 p. : ill. ; 24 cmISBN: 9781441915757Subject(s): Mathematical statistics--Data processing | R (Computer program language) | Monte Carlo method--Computer programs | Markov processes | Mathematical statistics | Computer science | Computer science--Mathematics | Computer simulationDDC classification: 518.282

Contents:

1 Basic R Programming. 2 Random Variable Generation 3 Monte Carlo Integration. 4 Controlling and Accelerating Convergence. 5 Monte Carlo Optimization. 6 Metropolis#x2013; 7 Hastings Algorithms. 8 Gibbs Samplers. 9 Convergence Monitoring and Adaptation for MCMC Algorithms.

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Holdings
Item type	Current library	Call number	Status	Date due	Barcode	Item holds
General Books	Central Library, Sikkim University General Book Section	518.282 ROB/I (Browse shelf(Opens below))	Available		P41342

Total holds: 0

1 Basic R Programming.

2 Random Variable Generation

3 Monte Carlo Integration.

4 Controlling and Accelerating Convergence.

5 Monte Carlo Optimization.

6 Metropolis#x2013;

7 Hastings Algorithms.

8 Gibbs Samplers.

9 Convergence Monitoring and Adaptation for MCMC Algorithms.

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