samplings Class Reference

This class gathers more sequential realizations of the atmosphere. More...

Public Member Functions
	__init__ (self, atmospheres)
	The constructor for the class.
	copula (self)
	This method calculates the copula matrix.
	correlated_sample (self, N)
	This method samples one realization for each one of the atmospheres, inducing the correlations.
	correlated_sample_gaussian (self, N)
	This method samples one realization for each one of the atmospheres, inducing the correlations.
	covariance (self)
	This method calculates the covariance matrix for all the variables.
	sample (self, N)
	This method samples indipendently one realization for each one of the atmospheres, using the pdfs of their variables.

Public Attributes
	atmospheres
	The different realizations describing the atmosphere.
	values
	The values for each variable of each realization.

Detailed Description

This class gathers more sequential realizations of the atmosphere.

More details.

Constructor & Destructor Documentation

__init__()

__init__	(		self,
			atmospheres )

The constructor for the class.

Parameters

self	The object pointer.
atmospheres	The different realizations describing the atmosphere.

Member Function Documentation

copula()

copula

(

self

)

This method calculates the copula matrix.

Parameters

self	The object pointer.

correlated_sample()

correlated_sample	(		self,
			N )

This method samples one realization for each one of the atmospheres, inducing the correlations.

It not assumes gaussian probability.

Parameters

self	The object pointer.
N	The number of desired samplings.

correlated_sample_gaussian()

correlated_sample_gaussian	(		self,
			N )

This method samples one realization for each one of the atmospheres, inducing the correlations.

It assumes gaussian probability.

Parameters

self	The object pointer.
N	The number of desired samplings.

covariance()

covariance

(

self

)

This method calculates the covariance matrix for all the variables.

Parameters

self	The object pointer.

sample()

sample	(		self,
			N )

This method samples indipendently one realization for each one of the atmospheres, using the pdfs of their variables.

Parameters

self	The object pointer.
N	The number of desired samplings.

Member Data Documentation

atmospheres

atmospheres

The different realizations describing the atmosphere.

values

values

The values for each variable of each realization.

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The documentation for this class was generated from the following file:

• src/lib/atmsampling.py