python.uq.estimators.SparseGridEstimator.SparseGridEstimator Class Reference

Inheritance diagram for python.uq.estimators.SparseGridEstimator.SparseGridEstimator:

Public Member Functions
def	__init__ (self, params, strategy=None)
def	getStrategy (self)
def	mean (self, grid, alpha, args, kws)
def	setStrategy (self, strategy)
def	var (self, grid, alpha, args, kws)

Constructor & Destructor Documentation

__init__()

def python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__init__	(		self,
			params,
			strategy = None
	)

Constructor
@param params: parameter set
@param strategy: estimation strategy

References python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysisBuilder.ASGCAnalysisBuilder.__estimationStrategy, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__params, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__params, python.uq.analysis.mc.MCAnalysis.MCAnalysis.__params, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__params, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__params, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__T, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__T, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__T, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__U, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__U, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__U, and python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__vol.

Member Function Documentation

getStrategy()

def python.uq.estimators.SparseGridEstimator.SparseGridEstimator.getStrategy

(

self

)

References python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysisBuilder.ASGCAnalysisBuilder.__estimationStrategy, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__estimationStrategy, and python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__estimationStrategy.

mean()

def python.uq.estimators.SparseGridEstimator.SparseGridEstimator.mean	(		self,
			grid,
			alpha,
			args,
			kws
	)

Estimate moments of the given sparse grid function
@param grid: Grid
@param alpha: coefficients vector
@return: tuple(moment, error)

References python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysisBuilder.ASGCAnalysisBuilder.__estimationStrategy, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__estimationStrategy, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__T, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__T, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__T, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__U, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__U, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__U, and python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__vol.

Referenced by python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments(), python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments(), and python.uq.estimators.SparseGridEstimator.SparseGridEstimator.var().

setStrategy()

def python.uq.estimators.SparseGridEstimator.SparseGridEstimator.setStrategy	(		self,
			strategy
	)

References python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysisBuilder.ASGCAnalysisBuilder.__estimationStrategy, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__estimationStrategy, and python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__estimationStrategy.

var()

def python.uq.estimators.SparseGridEstimator.SparseGridEstimator.var	(		self,
			grid,
			alpha,
			args,
			kws
	)

Estimate moments of the given sparse grid function
@param grid: Grid
@param alpha: coefficients vector
@return: tuple(moment, error)

References python.uq.analysis.asgc.ASGCAnalysisSpecification.ASGCAnalysisSpecification.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysisBuilder.ASGCAnalysisBuilder.__estimationStrategy, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__estimationStrategy, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__estimationStrategy, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__T, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__T, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__T, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__U, python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.__U, python.uq.analysis.asgc.anova.hdmrAnalytic.HDMRAnalytic.__U, python.uq.estimators.SparseGridEstimator.SparseGridEstimator.__vol, and python.uq.estimators.SparseGridEstimator.SparseGridEstimator.mean().

Referenced by python.uq.analysis.mc.MCAnalysis.MCAnalysis.computeMoments(), and python.uq.analysis.asgc.ASGCAnalysis.ASGCAnalysis.computeMoments().

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

• datadriven/python/uq/estimators/SparseGridEstimator.py