This software tests sequential patterns, such as runs, joins, bunches, and others. It helps to identify the structure and patterns within data sets.
If you only want to perform a test of one type (e.g., runs), then simply use the corresponding sub-package, create a class object specific to it, and load data specifically for its use. However, you will not be able to access other tests using this approach unless you create another object for that test and precisely pass the data from the previous object into the new one.
It is important to note that there are methods for anonymously or nominally caching data. Additionally, data may need to be reduced to a dichotomous format before running a valid test. The module provides several dichotomizing methods, which are available via generic or specific class objects.
The following example demonstrates how to use the module:
```perl
use Statistics::Sequences;
$seq = Statistics::Sequences->new();
$seq->load([1, 1, 0, 0, 1, 0, 1, 1, 0, 0, 0, 1]); # dichotomous values
$seq->test('runs')->dump(); # or 1st argument to test is 'joins' or 'pot'
# (prints:)
# Runs: expected = 7.00, observed = 7.00, z = -0.30, p = 0.76206.
```
Overall, the Statistics::Sequences module provides valuable tests for analyzing sequential structures in data, which can be accessed using the instructions provided in this review.
Version 0.031: N/A