BootstrapSampler< Data > Class Template Reference

Actual boostrap sampler implementation for common data types. More...

Inheritance diagram for BootstrapSampler< Data >:

Public Member Functions
	BootstrapSampler (const Data &orig_data, size_t block_size=1)
	Constructor for the sampler.
virtual	~BootstrapSampler ()
	Destructor.
virtual void	operator() (size_t num_samp, Data &bootstrapped_sample)
	Generate and store a new bootstrapped sample into bootstrapped_sample.
Public Member Functions inherited from BootstrapSamplerBase< Data >
	BootstrapSamplerBase (size_t data_size, Data orig_data)
	Constructor for the bootstrap functor base.
virtual	~BootstrapSamplerBase ()
	Destructor.
virtual size_t	getDataSize ()
	Obatin the number of samples used in the empirical distribution.
virtual void	operator() (Data &bootstrapped_sample)
	Generate and store an dataSize out of dataSize bootstrap sample.
virtual Data	operator() ()
	Return bootstrapped sample.

Protected Attributes
size_t	blockSize
	Size of the block defining a sample.
Protected Attributes inherited from BootstrapSamplerBase< Data >
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.
Data	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< Data >
static void	set_seed (size_t seed)
Static Protected Attributes inherited from BootstrapSamplerBase< Data >
static boost::random::mt19937	bootstrapRNG
	Random number generator to use for sampling. More...

Detailed Description

template<typename Data>
class Dakota::BootstrapSampler< Data >

Actual boostrap sampler implementation for common data types.

Template requires the given type to support an STL-like interface, including a size method and begin and end methods returning random access iterators

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

• BootstrapSampler.hpp