Package | Description |
---|---|
org.apache.commons.math3.random |
Random number and random data generators.
|
org.apache.commons.math3.stat.descriptive |
Generic univariate summary statistic objects.
|
org.apache.commons.math3.stat.descriptive.moment |
Summary statistics based on moments.
|
org.apache.commons.math3.stat.descriptive.rank |
Summary statistics based on ranks.
|
org.apache.commons.math3.stat.descriptive.summary |
Other summary statistics.
|
org.apache.commons.math3.stat.inference |
Classes providing hypothesis testing.
|
Class and Description |
---|
StatisticalSummary
Reporting interface for basic univariate statistics.
|
SummaryStatistics
Computes summary statistics for a stream of data values added using the
addValue method. |
Class and Description |
---|
AbstractUnivariateStatistic
Abstract base class for all implementations of the
UnivariateStatistic interface. |
DescriptiveStatistics
Maintains a dataset of values of a single variable and computes descriptive
statistics based on stored data.
|
MultivariateSummaryStatistics
Computes summary statistics for a stream of n-tuples added using the
addValue method. |
StatisticalMultivariateSummary
Reporting interface for basic multivariate statistics.
|
StatisticalSummary
Reporting interface for basic univariate statistics.
|
StatisticalSummaryValues
Value object representing the results of a univariate statistical summary.
|
StorelessUnivariateStatistic
Extends the definition of
UnivariateStatistic with
StorelessUnivariateStatistic.increment(double) and StorelessUnivariateStatistic.incrementAll(double[]) methods for adding
values and updating internal state. |
SummaryStatistics
Computes summary statistics for a stream of data values added using the
addValue method. |
SynchronizedDescriptiveStatistics
Implementation of
DescriptiveStatistics that
is safe to use in a multithreaded environment. |
SynchronizedSummaryStatistics
Implementation of
SummaryStatistics that
is safe to use in a multithreaded environment. |
UnivariateStatistic
Base interface implemented by all statistics.
|
Class and Description |
---|
AbstractStorelessUnivariateStatistic
Abstract implementation of the
StorelessUnivariateStatistic interface. |
AbstractUnivariateStatistic
Abstract base class for all implementations of the
UnivariateStatistic interface. |
StorelessUnivariateStatistic
Extends the definition of
UnivariateStatistic with
StorelessUnivariateStatistic.increment(double) and StorelessUnivariateStatistic.incrementAll(double[]) methods for adding
values and updating internal state. |
UnivariateStatistic
Base interface implemented by all statistics.
|
WeightedEvaluation
Weighted evaluation for statistics.
|
Class and Description |
---|
AbstractStorelessUnivariateStatistic
Abstract implementation of the
StorelessUnivariateStatistic interface. |
AbstractUnivariateStatistic
Abstract base class for all implementations of the
UnivariateStatistic interface. |
StorelessUnivariateStatistic
Extends the definition of
UnivariateStatistic with
StorelessUnivariateStatistic.increment(double) and StorelessUnivariateStatistic.incrementAll(double[]) methods for adding
values and updating internal state. |
UnivariateStatistic
Base interface implemented by all statistics.
|
Class and Description |
---|
AbstractStorelessUnivariateStatistic
Abstract implementation of the
StorelessUnivariateStatistic interface. |
AbstractUnivariateStatistic
Abstract base class for all implementations of the
UnivariateStatistic interface. |
StorelessUnivariateStatistic
Extends the definition of
UnivariateStatistic with
StorelessUnivariateStatistic.increment(double) and StorelessUnivariateStatistic.incrementAll(double[]) methods for adding
values and updating internal state. |
UnivariateStatistic
Base interface implemented by all statistics.
|
WeightedEvaluation
Weighted evaluation for statistics.
|
Class and Description |
---|
StatisticalSummary
Reporting interface for basic univariate statistics.
|
SummaryStatistics
Computes summary statistics for a stream of data values added using the
addValue method. |
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