.. include:: ../../clsubstitutions.txt
.. _selclProbDet:

Probability of Cluster Detection Output Product
==================================================

$SetSchemaPath le3/cl/euc-le3-cl-sel-probdet.xsd

Data Product Name
__________________
.. DataProductNameStart

$PrintDataProductName

.. DataProductNameEnd

Data Product Custodian
_______________________
.. DataProductCustodianStart

$PrintDataProductCustodian

.. DataProductCustodianEnd

Name of the Schema File
_________________________
.. NameSchemaStart

$PrintSchemaFilename

.. NameSchemaEnd

Last Edited for DPDD Version
____________________________
.. DpddVersionlTagStart

1.1

.. DpddVersionTagEnd

Processing Elements Creating / Updating / Using the Product
____________________________________________________________
.. PECreatorStart

**Creators:**

* SelectionFunction

**Consumers**

* Random

.. PECreatorEnd

Processing Function using the products
_______________________________________
.. PFUsingStart

* PF-LE3-CL
* SWG-CL

.. PFUsingEnd

Proposed for inclusion in EAS/SAS
_________________________________

.. IncludeInSASStart

This product is proposed for inclusion in the SAS: Yes

This product will be used by SWG and by downstream CL PFs.

.. IncludeInSASEnd

Data Product Elements
_________________________
.. DataProductElementsStart

$PrintDataProductElements

.. DataProductElementsEnd

Detailed Description of the Data Product
____________________________________________
.. DetailedDescStart

This HDU gives the probability that a cluster with a richness lambda_true and a redshift_true is detected with at lambda_obs and redshift_obs, , and the associated statistical errors. These two datasets appear in two distinct HDUs, with identical header content and identical table format.


Keywords
++++++++
These keywords should define the sky area, the quantities associated with the clusters detection, and the associated selection cuts from which the subsample is built. The default scheme is that the TRUE and OBS quantities have the same binning (TBC).

- **AREA_MASK**: Reference to a visibility or footprint mask defining the target sky area
- **Z_KEY**: Name of the redshift column used for the subsample
- **RICHNESS_KEY**: Name of the richness column (i.e. LAMBDA) used for the subsample
- **Z_TRUE_START**: Lower value of binning in Z_TRUE
- **Z_TRUE_END**: Upper value of binning in Z_TRUE
- **Z_TRUE_STEP**: Step value of binning in Z_TRUE
- **Z_OBS_START**: Lower value of binning in Z_OBS
- **Z_OBS_END**: Upper value of binning in Z_OBS
- **Z_OBS_STEP**: Step value of binning in Z_OBS
- **LAMBDA_TRUE_START**: Lower value of binning in LAMBDA_TRUE
- **LAMBDA_TRUE_END**: Upper value of binning in LAMBDA_TRUE
- **LAMBDA_TRUE_STEP**: Step value of binning in LAMBDA_TRUE
- **LAMBDA_OBS_START**: Lower value of binning in LAMBDA_OBS
- **LAMBDA_OBS_END**: Upper value of binning in LAMBDA_OBS
- **LAMBDA_OBS_STEP**: Step value of binning in LAMBDA_OBS


Tables
++++++
Each of these two tables has NBins(LAMBDA_TRUE) columns and  NBins(Z_TRUE) lines. Each table cell contains a matrix oof NBins(LAMBDA_OBS columns and NBins(Z_OBS) lines.

*First HDU:*

- **PROB_LAMBDA_Z_OBS_TRUE** :  Probability to detect a hypothetical cluster of richness LAMBDA_OBS and redshift Z_OBS, as a function of quantities LAMBDA_TRUE and Z_TRUE


Equivalent table from XML:

$PrintHDUTableContents fit/euc-le3-cl.xml le3.cl.sel.output.probdet PROB_LAMBDA_Z_OBS_TRUE

*Second HDU:*

- **ERR_PROB_LAMBDA_Z_OBS_TRUE** :  Statistical error on the detection probability  **PROB_LAMBDA_Z_OBS_TRUE**


Equivalent table from XML:

$PrintHDUTableContents fit/euc-le3-cl.xml le3.cl.sel.output.probdet ERR_PROB_LAMBDA_Z_OBS_TRUE

.. DetailedDescEnd