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Variance Reduction: Monte Carlo Method, Stratified Sampling -

English
2026-03-17
€133.57 €166.96

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High Quality Content by WIKIPEDIA articles! In mathematics, more specifically in the theory of Monte Carlo methods, variance reduction is a procedure used to increase the precision of the estimates that can be obtained for a given number of iterations. Every output random variable from the simulation is associated with a variance which limits the precision of the simulation results. In order to make a simul ... Full description

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High Quality Content by WIKIPEDIA articles! In mathematics, more specifically in the theory of Monte Carlo methods, variance reduction is a procedure used to increase the precision of the estimates that can be obtained for a given number of iterations. Every output random variable from the simulation is associated with a variance which limits the precision of the simulation results. In order to make a simulation statistically efficient, i.e., to obtain a greater precision and smaller confidence intervals for the output random variable of interest, variance reduction techniques can be used. The main ones are: Common random numbers, antithetic variates, control variates, importance sampling and stratified sampling.

More Information

Publisher OmniScriptum
Release year 2026
Cover type Softcover
EAN 9786131121876
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€133.57 €166.96