Bootstrap sampler that is specialized to allow for the bootstrapping of RealMatrix. More...

Inheritance diagram for BootstrapSampler< Teuchos::SerialDenseMatrix< OrdinalType, ScalarType > >:

Public Types
typedef Teuchos::SerialDenseMatrix< OrdinalType, ScalarType >	MatType
	Convenience definition.

Public Member Functions
	BootstrapSampler (const MatType &orig_data, size_t block_size=1)
	Constructor for the sampler.

virtual	~BootstrapSampler ()
	Destructor.

virtual void	operator() (size_t num_samp, MatType &bootstrapped_sample)
	Generate and store a new bootstrapped sample into bootstrapped_sample.

Public Member Functions inherited from BootstrapSamplerBase< Teuchos::SerialDenseMatrix< OrdinalType, ScalarType > >
	BootstrapSamplerBase (size_t data_size, Teuchos::SerialDenseMatrix< OrdinalType, ScalarType > orig_data)
	Constructor for the bootstrap functor base.

virtual	~BootstrapSamplerBase ()
	Destructor.

virtual void	operator() (Teuchos::SerialDenseMatrix< OrdinalType, ScalarType > &bootstrapped_sample)
	Generate and store an dataSize out of dataSize bootstrap sample.

virtual Teuchos::SerialDenseMatrix< OrdinalType, ScalarType >	operator() ()
	Return bootstrapped sample.

virtual size_t	getDataSize ()
	Obatin the number of samples used in the empirical distribution.

Protected Attributes
size_t	blockSize
	Size of the block defining a sample.

Protected Attributes inherited from BootstrapSamplerBase< Teuchos::SerialDenseMatrix< OrdinalType, ScalarType > >
boost::random::uniform_int_distribution	sampler
	Uniform distribution to provide samples from the empirical distribution.

const size_t	dataSize
	Size of the dataset defining the empirical distribution.

Teuchos::SerialDenseMatrix< OrdinalType, ScalarType >	origData
	Original data defining the empirical distribution TODO: Consider if it should be const (breaks Teuchos)

Additional Inherited Members
Static Public Member Functions inherited from BootstrapSamplerBase< Teuchos::SerialDenseMatrix< OrdinalType, ScalarType > >
static void	set_seed (size_t seed)

Static Protected Attributes inherited from BootstrapSamplerBase< Teuchos::SerialDenseMatrix< OrdinalType, ScalarType > >
static boost::random::mt19937	bootstrapRNG
	Random number generator to use for sampling. More...

Detailed Description

Bootstrap sampler that is specialized to allow for the bootstrapping of RealMatrix.

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

Public Types