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Mathematica > Data Manipulation > Statistical Data Analysis > Hypothesis Tests > HypothesisTestData >
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Mathematica > Data Manipulation > Statistical Data Analysis > Probability & Statistics > Hypothesis Tests > HypothesisTestData >

HypothesisTestData

HypothesisTestData[...]
represents hypothesis test data such as generated by DistributionFitTest, AndersonDarlingTest, etc.
  • 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
Obtain a list of available properties:
Extract a property:
In[1]:=
Click for copyable input
In[2]:=
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Out[2]=
Obtain a list of available properties:
In[3]:=
Click for copyable input
Out[3]=
Extract a property:
In[4]:=
Click for copyable input
Out[4]=
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:
List braces can be used to group properties and avoid ambiguity:
Some property combinations are ambiguous:
The property is ignored:
Wrap individual properties in list braces to avoid ambiguity:
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