| Package | Description |
|---|---|
| gov.sandia.cognition.statistics |
Provides the inheritance hierarchy for general statistical methods and distributions.
|
| gov.sandia.cognition.statistics.distribution |
Provides statistical distributions.
|
| Modifier and Type | Class and Description |
|---|---|
class |
AbstractIncrementalEstimator<DataType,DistributionType extends Distribution<? extends DataType>,SufficientStatisticsType extends SufficientStatistic<DataType,DistributionType>>
Partial implementation of
IncrementalEstimator. |
| Modifier and Type | Class and Description |
|---|---|
static class |
MultivariateGaussian.IncrementalEstimator
The estimator that creates a MultivariateGaussian from a stream of
values.
|
static class |
MultivariateGaussian.IncrementalEstimatorCovarianceInverse
The estimator that creates a MultivariateGaussian from a stream of values
by estimating the mean and covariance inverse (as opposed to the
covariance directly), without ever performing a matrix inversion.
|
static class |
UnivariateGaussian.IncrementalEstimator
Implements an incremental estimator for the sufficient statistics for
a UnivariateGaussian.
|