EnvStats: FcnsByCatGOFTests – R documentation

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FcnsByCatGOFTests

EnvStats Functions for Goodness-of-Fit Tests

The EnvStats functions listed below are useful for performing goodness-of-fit tests for user-specified probability distributions.

Goodness-of-Fit Tests

Function Name	Description
`gofTest`	Perform a goodness-of-fit test for a specified probability distribution.
	The resulting object is of class `"gof"` unless the test is the
	two-sample Kolmogorov-Smirnov test, in which case the resulting
	object is of class `"gofTwoSample"`.
`plot.gof`	S3 class method for plotting an object of class `"gof"`.
`print.gof`	S3 class method for printing an object of class `"gof"`.
`plot.gofTwoSample`	S3 class method for plotting an object of class `"gofTwoSample"`.
`print.gofTwoSample`	S3 class method for printing an object of class `"gofTwoSample"`.
`gofGroupTest`	Perform a goodness-of-fit test to determine whether data in a set of groups
	appear to all come from the same probability distribution
	(with possibly different parameters for each group).
	The resulting object is of class `"gofGroup"`.
`plot.gofGroup`	S3 class method for plotting an object of class `"gofGroup"`.
`print.gofGroup`	S3 class method for printing an object of class `"gofGroup"`.

Tests for Outliers

Function Name	Description
`rosnerTest`	Perform Rosner's test for outliers assuming a normal (Gaussian) distribution.
`print.gofOutlier`	S3 class method for printing an object of class `"gofOutlier"`.

Choose a Distribution

Function Name	Description
`distChoose`	Choose best fitting distribution based on goodness-of-fit tests.
`print.distChoose`	S3 class method for printing an object of class `"distChoose"`.

Package for Environmental Statistics, Including US EPA Guidance

v2.4.0

GPL (>= 3)

Authors

Steven P. Millard [aut], Alexander Kowarik [ctb, cre] (<https://orcid.org/0000-0001-8598-4130>)

Initial release

2020-10-20