FcnsByCatGOFTests

Goodness-of-Fit Tests

EnvStats Functions for Goodness-of-Fit Tests

<p>The <span class="pkg">EnvStats</span> functions listed below are useful for performing goodness-of-fit tests for 
  user-specified probability distributions.</p>

 package

Graphical and statistical analyses of environmental data, with
focus on analyzing chemical concentrations and physical parameters, usually in
the context of mandated environmental monitoring.  Major environmental
statistical methods found in the literature and regulatory guidance documents,
with extensive help that explains what these methods do, how to use them,
and where to find them in the literature.  Numerous built-in data sets from
regulatory guidance documents and environmental statistics literature.  Includes
scripts reproducing analyses presented in the book "EnvStats:  An R Package for
Environmental Statistics" (Millard, 2013, Springer, ISBN 978-1-4614-8455-4,
<https://www.springer.com/book/9781461484554>).

Alexander Kowarik

EnvStats

Package for Environmental Statistics, Including US EPA Guidance

Steven P. Millard

FcnsByCatGOFTests function

EnvStats Functions for Goodness-of-Fit Tests — FcnsByCatGOFTests

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"`.

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"`.

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"`.

FcnsByCatGOFTests: EnvStats Functions for Goodness-of-Fit Tests

Description

Arguments

Details