| Package | Description |
|---|---|
| smile.stat.distribution |
Probability distributions.
|
| Modifier and Type | Method and Description |
|---|---|
Mixture.Component |
GaussianDistribution.M(double[] x,
double[] posteriori) |
Mixture.Component |
GammaDistribution.M(double[] x,
double[] posteriori) |
Mixture.Component |
ExponentialFamily.M(double[] x,
double[] posteriori)
The M step in the EM algorithm, which depends the specific distribution.
|
Mixture.Component |
ExponentialDistribution.M(double[] x,
double[] posteriori) |
Mixture.Component |
ChiSquareDistribution.M(double[] x,
double[] posteriori) |
Mixture.Component |
BetaDistribution.M(double[] x,
double[] posteriori) |
| Modifier and Type | Method and Description |
|---|---|
List<Mixture.Component> |
Mixture.getComponents()
Returns the list of components in the mixture.
|
| Constructor and Description |
|---|
ExponentialFamilyMixture(List<Mixture.Component> mixture)
Constructor.
|
ExponentialFamilyMixture(List<Mixture.Component> mixture,
double[] data)
Constructor.
|
GaussianMixture(List<Mixture.Component> mixture)
Constructor.
|
Mixture(List<Mixture.Component> mixture)
Constructor.
|
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