---
myst:
    substitutions:
        bloc:
            python: 1-5,16-24,27-64
            cpp: 5-6,13-18,21-56
---
```{include} /../core/uncertModeler/edf_tests.md
```

The implemented tests are the **Kolmogorov-Smirnov ($D$)** test, the **Cramer-VonMises ($W^2$)** test 
and the **Anderson-Darling ($A^2$)** test. Their aim is to compare a given attribute to a bunch of 
implemented laws among the following list: the normal, lognormal and uniform law. The details of the 
computation is given in {{metho}}. The following piece of code gives an example of what can be 
achieved using these three classes and the usage of their options defined in the summary block below. 
{numref}`uncertModeler_uncertModelerttesterExample` shows the results of such a script.

{{
    "```{literalinclude} " + parent_dir
    + "/roottest/uranie/doc/uncertModeler/use_cases/" + language + "/uncertModelerttesterExample."
    + extension
    + "\n"
    + ":language: " + language + "\n"
    + ":lines: " + bloc[language] + "\n"
    + "```"
}}

{{
    "```{" "figure" "} " + parent_dir +
        "/roottest/build/uranie/doc/uncertModeler/use_cases/" + language 
        + "/tester_example/uncertModelerttesterExample.png\n"
    ":align: center\n"
    ":name: uncertModeler_uncertModelerttesterExample\n"
    + figure_scale + "\n"
    "\n"
    "Results of the macro defined previously to produce variety of test of already implemented 
    distributions\n"
    "```"
}}

:::{admonition} Summary: Tests based on the EDF (`TTestKolmogorovSmirnov`, `TTestCramerVonMises` and `TTestAndersonDarling` classes)

- `TTestKolmogorovSmirnov`(**{{tds}}** tds, __const char \*__ sAtt, __Option_t \*__ option="")

    Define the **Kolmogorov-Smirnov (D)** test for the attribute *sAtt*. No option is used.

- `TTestCramerVonMises`(**{{tds}}** tds, __const char \*__ sAtt, __Option_t \*__ option="")
	    
    Define the **Cramer-VonMises (W2)** test for the attribute *sAtt*. No option is used.

- `TTestAndersonDarling`(**{{tds}}** tds, __const char \*__ sAtt, __Option_t \*__ option="")
	    
    Define the **Anderson-Darling (A2)** test for the attribute *sAtt*. No option is used.

- `computeScore`(__Option_t\*__ option="")</para>

    Compute the score for the current test ( D, W2 and A2) with laws defined in the option parameter. 
    The laws are separated by the ":" character. If the parameters of the law are defined by the user, 
    they are defined in brackets *"()"* as *normal(30576,1450)*. If the parameters must be estimated 
    by the algorithm, do not use the brackets as *normal*. Actually, the laws implemented are the 
    *normal* and *lognormal* laws.
:::