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New Course
Concept
Variance Reduction
Variance reduction
is a
statistical technique
used to
decrease the variability
of an estimator, thereby increasing the
precision of estimates
without increasing the sample size. It is commonly used in simulation and
Monte Carlo methods
to
improve the accuracy
and
efficiency of results
by employing strategies such as
control variates
, antithetic variates, and
importance sampling
.
Relevant Degrees
Probability and Statistics 70%
Computational Mathematics 30%
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