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Wolfram Language & System Documentation Center
HypothesisTestData
  • See Also
    • DistributionFitTest
    • LocationTest
    • VarianceTest
    • LocationEquivalenceTest
    • VarianceEquivalenceTest
    • KolmogorovSmirnovTest
    • TTest
    • FisherRatioTest
  • Related Guides
    • Hypothesis Tests
    • See Also
      • DistributionFitTest
      • LocationTest
      • VarianceTest
      • LocationEquivalenceTest
      • VarianceEquivalenceTest
      • KolmogorovSmirnovTest
      • TTest
      • FisherRatioTest
    • Related Guides
      • Hypothesis Tests

HypothesisTestData[…]

represents hypothesis test data such as generated by DistributionFitTest, AndersonDarlingTest, etc.

Details
Details and Options Details and Options
Examples  
Basic Examples  
Scope  
See Also
Related Guides
History
Cite this Page
BUILT-IN SYMBOL
  • See Also
    • DistributionFitTest
    • LocationTest
    • VarianceTest
    • LocationEquivalenceTest
    • VarianceEquivalenceTest
    • KolmogorovSmirnovTest
    • TTest
    • FisherRatioTest
  • Related Guides
    • Hypothesis Tests
    • See Also
      • DistributionFitTest
      • LocationTest
      • VarianceTest
      • LocationEquivalenceTest
      • VarianceEquivalenceTest
      • KolmogorovSmirnovTest
      • TTest
      • FisherRatioTest
    • Related Guides
      • Hypothesis Tests

HypothesisTestData

HypothesisTestData[…]

represents hypothesis test data such as generated by DistributionFitTest, AndersonDarlingTest, etc.

Details

  • A HypothesisTestData[…] object htd, can be used to retrieve additional data and reports through htd["property"].
  • A list of available properties is given by htd["Properties"]. Additional information about the properties is listed on the pages for functions such as DistributionFitTest.
  • Typical properties include:
  • "PValue"list of -values
    "PValueTable"formatted table of -values
    "TestData"list of pairs of test statistics and -values
    "TestDataTable"formatted table of -values and test statistics
    "TestStatistic"list of test statistics
    "TestStatisticTable"formatted table of test statistics

Examples

open all close all

Basic Examples  (1)

Create a HypothesisTestData object using DistributionFitTest:

Obtain a list of available properties:

Extract a property:

Scope  (6)

Extract a single property:

Named tests report -values by default:

Use named tests in combination with reporting properties:

A full test table:

A test statistic:

A test -value:

Both entries from the table:

Using reporting properties alone is equivalent to combining them with Automatic:

Determine which test will be chosen automatically:

Build up tables with a selection of tests:

Extract any number of properties simultaneously:

See Also

DistributionFitTest  LocationTest  VarianceTest  LocationEquivalenceTest  VarianceEquivalenceTest  KolmogorovSmirnovTest  TTest  FisherRatioTest

Related Guides

    ▪
  • Hypothesis Tests

History

Introduced in 2010 (8.0)

Wolfram Research (2010), HypothesisTestData, Wolfram Language function, https://reference.wolfram.com/language/ref/HypothesisTestData.html.

Text

Wolfram Research (2010), HypothesisTestData, Wolfram Language function, https://reference.wolfram.com/language/ref/HypothesisTestData.html.

CMS

Wolfram Language. 2010. "HypothesisTestData." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/HypothesisTestData.html.

APA

Wolfram Language. (2010). HypothesisTestData. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/HypothesisTestData.html

BibTeX

@misc{reference.wolfram_2025_hypothesistestdata, author="Wolfram Research", title="{HypothesisTestData}", year="2010", howpublished="\url{https://reference.wolfram.com/language/ref/HypothesisTestData.html}", note=[Accessed: 01-May-2026]}

BibLaTeX

@online{reference.wolfram_2025_hypothesistestdata, organization={Wolfram Research}, title={HypothesisTestData}, year={2010}, url={https://reference.wolfram.com/language/ref/HypothesisTestData.html}, note=[Accessed: 01-May-2026]}

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