| Package | Description |
|---|---|
| gov.sandia.cognition.statistics.method |
Provides algorithms for evaluating statistical data and conducting statistical inference, particularly frequentist methods.
|
| Modifier and Type | Class and Description |
|---|---|
class |
AbstractMultipleHypothesisComparison<TreatmentData,StatisticType extends MultipleHypothesisComparison.Statistic>
Partial implementation of MultipleHypothesisComparison
|
class |
AbstractPairwiseMultipleHypothesisComparison<StatisticType extends AbstractPairwiseMultipleHypothesisComparison.Statistic>
A multiple-hypothesis comparison algorithm based on making multiple
pair-wise null-hypothesis comparisons.
|
class |
BonferroniCorrection
The Bonferroni correction takes a pair-wise null-hypothesis test and
generalizes it to multiple comparisons by adjusting the requisite p-value
to find significance as alpha / NumComparisons.
|
class |
HolmCorrection
The Holm correction is a uniformly tighter bound than the Bonferroni/Sidak
correction by first sorting the pair-wide p-values and then adjusting the
p-values by the number of remaining hypotheses.
|
class |
MultipleComparisonExperiment
A multiple comparisons experiment that does a block comparison and then a
post-hoc test.
|
class |
NemenyiConfidence
The Nemenyi test is the rank-based analogue of the Tukey multiple-comparison
test.
|
class |
ShafferStaticCorrection
The Shaffer Static Correction uses logical relationships to tighten up the
Bonferroni/Sidak corrections when performing pairwise multiple hypothesis
comparisons.
|
class |
SidakCorrection
The Sidak correction takes a pair-wise null-hypothesis test and
generalizes it to multiple comparisons by adjusting the requisite p-value
to find significance as alpha / NumComparisons.
|
class |
TukeyKramerConfidence
Tukey-Kramer test is the multiple-comparison generalization of the unpaired
Student's t-test when conducting multiple comparisons.
|
| Modifier and Type | Field and Description |
|---|---|
static MultipleHypothesisComparison<java.util.Collection<? extends java.lang.Number>> |
MultipleComparisonExperiment.DEFAULT_POST_HOC_TEST
Default post-host multiple hypothesis comparison test, NemenyiConfidence.
|
| Modifier and Type | Method and Description |
|---|---|
MultipleHypothesisComparison<java.util.Collection<? extends java.lang.Number>> |
MultipleComparisonExperiment.getPostHocTest()
Getter for postHocTest
|
| Modifier and Type | Method and Description |
|---|---|
void |
MultipleComparisonExperiment.setPostHocTest(MultipleHypothesisComparison<java.util.Collection<? extends java.lang.Number>> postHocTest)
Setter for postHocTest
|
| Constructor and Description |
|---|
MultipleComparisonExperiment(BlockExperimentComparison<java.lang.Number> blockExperimentComparison,
MultipleHypothesisComparison<java.util.Collection<? extends java.lang.Number>> postHocTest,
double alpha)
Creates a new instance of MultipleComparisonExperiment
|