Distfit: Difference between revisions
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===Purpose=== | ===Purpose=== | ||
Chitest for all distributions. | Chitest for all distributions. | ||
===Synopsis=== | ===Synopsis=== | ||
:res = distfit(x,''options'') | :res = distfit(x,''options'') | ||
===Description=== | ===Description=== | ||
This command will perform the chi-squared test for all supported distributions and then present a list of the supported distributions from the most likely parent distribution to the least likely (along with the associated p-values).The default behavior is to display a figure containing the results. This can be disabled using options. | This command will perform the chi-squared test for all supported distributions and then present a list of the supported distributions from the most likely parent distribution to the least likely (along with the associated p-values).The default behavior is to display a figure containing the results. This can be disabled using options. | ||
'''NOTE: '''Some distributions will ignore parts of the sample that are not part of the supported range. | '''NOTE: '''Some distributions will ignore parts of the sample that are not part of the supported range. | ||
==== | |||
====Inputs==== | |||
* '''x''' = The name of a matrix (column vector) in which the sample data is stored. | * '''x''' = The name of a matrix (column vector) in which the sample data is stored. | ||
==== | |||
====Outputs==== | |||
The return value is a structure with fields: | The return value is a structure with fields: | ||
* '''dist''' = names of candidate distributions. | * '''dist''' = names of candidate distributions. | ||
* '''pval''' = ''p''-value associated with the test statistic. | * '''pval''' = ''p''-value associated with the test statistic. | ||
===Options:=== | ===Options:=== | ||
* '''name''' : 'options', name indicating that this is an options structure, | * '''name''' : 'options', name indicating that this is an options structure, | ||
* '''plots''' : [ 'none' | {'final'} ] governs level of plotting, | * '''plots''' : [ 'none' | {'final'} ] governs level of plotting, | ||
===Examples=== | ===Examples=== | ||
distfit(x) | distfit(x) | ||
===See Also=== | ===See Also=== | ||
[[chitest]] | |||
[[chilimit]], [[chitest]], [[plotqq]] | |||
Latest revision as of 13:13, 30 May 2012
Purpose
Chitest for all distributions.
Synopsis
- res = distfit(x,options)
Description
This command will perform the chi-squared test for all supported distributions and then present a list of the supported distributions from the most likely parent distribution to the least likely (along with the associated p-values).The default behavior is to display a figure containing the results. This can be disabled using options.
NOTE: Some distributions will ignore parts of the sample that are not part of the supported range.
Inputs
- x = The name of a matrix (column vector) in which the sample data is stored.
Outputs
The return value is a structure with fields:
- dist = names of candidate distributions.
- pval = p-value associated with the test statistic.
Options:
- name : 'options', name indicating that this is an options structure,
- plots : [ 'none' | {'final'} ] governs level of plotting,
Examples
distfit(x)