D
- Distribution type@Reference(authors="C. Hastings, F. Mosteller, J. W. Tukey, C. P. Winsor", title="Low moments for small samples: a comparative study of order statistics", booktitle="The Annals of Mathematical Statistics, 18(3)", url="http://dx.doi.org/10.1214/aoms/1177730388") public class WinsorisingEstimator<D extends Distribution> extends Object implements DistributionEstimator<D>
C. Hastings, F. Mosteller, J. W. Tukey, C. P. Winsor
Low moments for small samples: a comparative study of order statistics.
The Annals of Mathematical Statistics, 18(3) *
Modifier and Type | Class and Description |
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static class |
WinsorisingEstimator.Parameterizer<D extends Distribution>
Parameterization class.
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Modifier and Type | Field and Description |
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private DistributionEstimator<D> |
inner
Distribution estimator to use.
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private double |
winsorize
Amount of data to winsorize.
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Constructor and Description |
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WinsorisingEstimator(DistributionEstimator<D> inner,
double winsorize)
Constructor.
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Modifier and Type | Method and Description |
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<A> D |
estimate(A data,
NumberArrayAdapter<?,A> adapter)
General form of the parameter estimation
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Class<? super D> |
getDistributionClass()
Get the class that is produced by the estimator.
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String |
toString() |
private DistributionEstimator<D extends Distribution> inner
private double winsorize
public WinsorisingEstimator(DistributionEstimator<D> inner, double winsorize)
inner
- Inner estimator.winsorize
- Winsorize parameter.public <A> D estimate(A data, NumberArrayAdapter<?,A> adapter)
DistributionEstimator
estimate
in interface DistributionEstimator<D extends Distribution>
data
- Data setadapter
- Number array adapterpublic Class<? super D> getDistributionClass()
DistributionEstimator
getDistributionClass
in interface DistributionEstimator<D extends Distribution>
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