Uses of Interface
dev.nm.stat.random.MeanEstimator

Packages that use MeanEstimator

Package	Description
dev.nm.stat.random.variancereduction

Uses of MeanEstimator in dev.nm.stat.random.variancereduction

Classes in dev.nm.stat.random.variancereduction that implement MeanEstimator

Modifier and Type	Class and Description
class	AntitheticVariates The antithetic variates technique consists, for every sample path obtained, in taking its antithetic path - that is given a path \(\varepsilon_1,\dots,\varepsilon_M\) to also take, for example, \(-\varepsilon_1,\dots,-\varepsilon_M\) or \(1-\varepsilon_1,\dots,1-\varepsilon_M\).
class	CommonRandomNumbers The common random numbers is a variance reduction technique to apply when we are comparing two random systems, e.g., \(E(f(X_1) - g(X_2))\).
class	ControlVariates Control variates method is a variance reduction technique that exploits information about the errors in estimates of known quantities to reduce the error of an estimate of an unknown quantity.
class	ImportanceSampling Importance sampling is a general technique for estimating properties of a particular distribution, while only having samples generated from a different distribution rather than the distribution of interest.