Uses of Interface
gov.sandia.cognition.statistics.method.ConfidenceStatistic

Packages that use ConfidenceStatistic

Package	Description
gov.sandia.cognition.learning.algorithm.regression	Provides regression algorithms, such as Linear Regression.
gov.sandia.cognition.learning.experiment	Provides experiments for validating the performance of learning algorithms.
gov.sandia.cognition.statistics.method	Provides algorithms for evaluating statistical data and conducting statistical inference, particularly frequentist methods.

Uses of ConfidenceStatistic in gov.sandia.cognition.learning.algorithm.regression

Classes in gov.sandia.cognition.learning.algorithm.regression that implement ConfidenceStatistic

Modifier and Type	Class and Description
static class	LinearRegression.Statistic Computes regression statistics using a chi-square measure of the statistical significance of the learned approximator

Uses of ConfidenceStatistic in gov.sandia.cognition.learning.experiment

Fields in gov.sandia.cognition.learning.experiment declared as ConfidenceStatistic

Modifier and Type	Field and Description
protected ConfidenceStatistic	LearnerComparisonExperiment.confidence The confidence statistic generated from the underlying performance statistics.

Methods in gov.sandia.cognition.learning.experiment that return ConfidenceStatistic

Modifier and Type	Method and Description
ConfidenceStatistic	LearnerComparisonExperiment.getConfidence() Gets the confidence statistic that the two learners are different.
ConfidenceStatistic	LearnerComparisonExperiment.Result.getConfidence() Gets the confidence statistic for the learners.

Methods in gov.sandia.cognition.learning.experiment with parameters of type ConfidenceStatistic

Modifier and Type	Method and Description
protected void	LearnerComparisonExperiment.setConfidence(ConfidenceStatistic confidence) Sets the confidence statistic that the two learners are different.
void	LearnerComparisonExperiment.Result.setConfidence(ConfidenceStatistic confidence) Sets the confidence statistic for the learners.

Constructors in gov.sandia.cognition.learning.experiment with parameters of type ConfidenceStatistic

Constructor and Description
Result(ConfidenceStatistic confidence, DefaultPair<SummaryType,SummaryType> summaries) Creates a new instance of Result.

Uses of ConfidenceStatistic in gov.sandia.cognition.statistics.method

Classes in gov.sandia.cognition.statistics.method that implement ConfidenceStatistic

Modifier and Type	Class and Description
class	AbstractConfidenceStatistic Abstract implementation of ConfidenceStatistic.
static class	AnalysisOfVarianceOneWay.Statistic Returns the confidence statistic for an ANOVA test
static class	ChiSquareConfidence.Statistic Confidence Statistic for a chi-square test
static class	FisherSignConfidence.Statistic Contains the parameters from the Sign Test null-hypothesis evaluation
static class	FriedmanConfidence.Statistic Confidence statistic associated with the Friedman test using the tighter F-statistic.
static class	GaussianConfidence.Statistic Confidence statistics for a Gaussian distribution
static class	KolmogorovSmirnovConfidence.Statistic Computes the ConfidenceStatistic associated with a K-S test
static class	MannWhitneyUConfidence.Statistic Statistics from the Mann-Whitney U-test
static class	MultipleComparisonExperiment.Statistic Result of running the MultipleHypothesisComparison hypothesis test
static class	ReceiverOperatingCharacteristic.Statistic Contains useful statistics derived from a ROC curve
static class	StudentTConfidence.Statistic Confidence statistics for a Student-t test
static class	WilcoxonSignedRankConfidence.Statistic ConfidenceStatistics associated with a Wilcoxon test

Fields in gov.sandia.cognition.statistics.method declared as ConfidenceStatistic

Modifier and Type	Field and Description
protected ConfidenceStatistic	MultipleComparisonExperiment.Statistic.blockExperimentResult Result from the block-experiment null-hypothesis test

Fields in gov.sandia.cognition.statistics.method with type parameters of type ConfidenceStatistic

Modifier and Type	Field and Description
protected java.util.ArrayList<java.util.ArrayList<ConfidenceStatistic>>	AbstractPairwiseMultipleHypothesisComparison.Statistic.pairwiseTestStatistics Results from the pair-wise confidence tests.

Methods in gov.sandia.cognition.statistics.method that return ConfidenceStatistic

Modifier and Type	Method and Description
ConfidenceStatistic	BlockExperimentComparison.evaluateNullHypothesis(java.util.Collection<? extends java.util.Collection<? extends DataType>> treatments) Evaluates the null hypothesis for the given block-design treatments
ConfidenceStatistic	NullHypothesisEvaluator.evaluateNullHypothesis(DataType data1, DataType data2) Computes the probability that two data were generated by the same distribution.
ConfidenceStatistic	MultipleComparisonExperiment.Statistic.getBlockExperimentResult() Getter for blockExperimentResult

Methods in gov.sandia.cognition.statistics.method that return types with arguments of type ConfidenceStatistic

Modifier and Type	Method and Description
java.util.ArrayList<java.util.ArrayList<ConfidenceStatistic>>	AbstractPairwiseMultipleHypothesisComparison.Statistic.getPairwiseTestStatistics() Getter for pairwiseTestStatistics

Constructors in gov.sandia.cognition.statistics.method with parameters of type ConfidenceStatistic

Constructor and Description
Statistic(ConfidenceStatistic blockExperimentResult, MultipleHypothesisComparison.Statistic multipleComparisonResult) Creates a new instance of Statistic