QuantLib: a free/open-source library for quantitative finance
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Public Types | Public Member Functions | Protected Member Functions | List of all members
MCForwardEuropeanHestonEngine< RNG, S, P > Class Template Reference

#include <ql/pricingengines/forward/mcforwardeuropeanhestonengine.hpp>

+ Inheritance diagram for MCForwardEuropeanHestonEngine< RNG, S, P >:
+ Collaboration diagram for MCForwardEuropeanHestonEngine< RNG, S, P >:

Public Types

typedef MCForwardVanillaEngine< MultiVariate, RNG, S >::path_generator_type path_generator_type
 
typedef MCForwardVanillaEngine< MultiVariate, RNG, S >::path_pricer_type path_pricer_type
 
typedef MCForwardVanillaEngine< MultiVariate, RNG, S >::stats_type stats_type
 
- Public Types inherited from MCForwardVanillaEngine< MC, RNG, S >
typedef McSimulation< MC, RNG, S >::path_generator_type path_generator_type
 
typedef McSimulation< MC, RNG, S >::path_pricer_type path_pricer_type
 
typedef McSimulation< MC, RNG, S >::stats_type stats_type
 
- Public Types inherited from Observer
typedef set_type::iterator iterator
 
- Public Types inherited from McSimulation< MC, RNG, S >
typedef MonteCarloModel< MC, RNG, S >::path_generator_type path_generator_type
 
typedef MonteCarloModel< MC, RNG, S >::path_pricer_type path_pricer_type
 
typedef MonteCarloModel< MC, RNG, S >::stats_type stats_type
 
typedef MonteCarloModel< MC, RNG, S >::result_type result_type
 

Public Member Functions

 MCForwardEuropeanHestonEngine (const ext::shared_ptr< P > &process, Size timeSteps, Size timeStepsPerYear, bool antitheticVariate, Size requiredSamples, Real requiredTolerance, Size maxSamples, BigNatural seed, bool controlVariate=false)
 
- Public Member Functions inherited from MCForwardVanillaEngine< MC, RNG, S >
 MCForwardVanillaEngine (ext::shared_ptr< StochasticProcess > process, Size timeSteps, Size timeStepsPerYear, bool brownianBridge, bool antitheticVariate, Size requiredSamples, Real requiredTolerance, Size maxSamples, BigNatural seed, bool controlVariate=false)
 
void calculate () const override
 
- Public Member Functions inherited from GenericEngine< ForwardOptionArguments< VanillaOption::arguments >, VanillaOption::results >
PricingEngine::argumentsgetArguments () const override
 
const PricingEngine::resultsgetResults () const override
 
void reset () override
 
void update () override
 
- Public Member Functions inherited from PricingEngine
 ~PricingEngine () override=default
 
virtual argumentsgetArguments () const =0
 
virtual const resultsgetResults () const =0
 
virtual void reset ()=0
 
virtual void calculate () const =0
 
- Public Member Functions inherited from Observable
 Observable ()
 
 Observable (const Observable &)
 
Observableoperator= (const Observable &)
 
 Observable (Observable &&)=delete
 
Observableoperator= (Observable &&)=delete
 
virtual ~Observable ()=default
 
void notifyObservers ()
 
- Public Member Functions inherited from Observer
 Observer ()=default
 
 Observer (const Observer &)
 
Observeroperator= (const Observer &)
 
virtual ~Observer ()
 
std::pair< iterator, boolregisterWith (const ext::shared_ptr< Observable > &)
 
void registerWithObservables (const ext::shared_ptr< Observer > &)
 
Size unregisterWith (const ext::shared_ptr< Observable > &)
 
void unregisterWithAll ()
 
virtual void update ()=0
 
virtual void deepUpdate ()
 
- Public Member Functions inherited from McSimulation< MC, RNG, S >
virtual ~McSimulation ()=default
 
result_type value (Real tolerance, Size maxSamples=QL_MAX_INTEGER, Size minSamples=1023) const
 add samples until the required absolute tolerance is reached More...
 
result_type valueWithSamples (Size samples) const
 simulate a fixed number of samples More...
 
result_type errorEstimate () const
 error estimated using the samples simulated so far More...
 
const stats_typesampleAccumulator () const
 access to the sample accumulator for richer statistics More...
 
void calculate (Real requiredTolerance, Size requiredSamples, Size maxSamples) const
 basic calculate method provided to inherited pricing engines More...
 

Protected Member Functions

ext::shared_ptr< path_pricer_typepathPricer () const override
 
ext::shared_ptr< path_pricer_typecontrolPathPricer () const override
 
ext::shared_ptr< PricingEnginecontrolPricingEngine () const override
 
- Protected Member Functions inherited from MCForwardVanillaEngine< MC, RNG, S >
TimeGrid timeGrid () const override
 
Real controlVariateValue () const override
 
ext::shared_ptr< path_generator_typepathGenerator () const override
 
- Protected Member Functions inherited from McSimulation< MC, RNG, S >
 McSimulation (bool antitheticVariate, bool controlVariate)
 
virtual ext::shared_ptr< path_pricer_typepathPricer () const =0
 
virtual ext::shared_ptr< path_generator_typepathGenerator () const =0
 
virtual TimeGrid timeGrid () const =0
 
virtual ext::shared_ptr< path_pricer_typecontrolPathPricer () const
 
virtual ext::shared_ptr< path_generator_typecontrolPathGenerator () const
 
virtual ext::shared_ptr< PricingEnginecontrolPricingEngine () const
 
virtual result_type controlVariateValue () const
 

Additional Inherited Members

- Static Protected Member Functions inherited from McSimulation< MC, RNG, S >
template<class Sequence >
static Real maxError (const Sequence &sequence)
 
static Real maxError (Real error)
 
- Protected Attributes inherited from MCForwardVanillaEngine< MC, RNG, S >
ext::shared_ptr< StochasticProcessprocess_
 
Size timeSteps_
 
Size timeStepsPerYear_
 
Size requiredSamples_
 
Size maxSamples_
 
Real requiredTolerance_
 
bool brownianBridge_
 
BigNatural seed_
 
- Protected Attributes inherited from GenericEngine< ForwardOptionArguments< VanillaOption::arguments >, VanillaOption::results >
ForwardOptionArguments< VanillaOption::argumentsarguments_
 
VanillaOption::results results_
 
- Protected Attributes inherited from McSimulation< MC, RNG, S >
ext::shared_ptr< MonteCarloModel< MC, RNG, S > > mcModel_
 
bool antitheticVariate_
 
bool controlVariate_
 

Detailed Description

template<class RNG = PseudoRandom, class S = Statistics, class P = HestonProcess>
class QuantLib::MCForwardEuropeanHestonEngine< RNG, S, P >

References:

Control Variate trade-off considerations discussed in pull request: https://github.com/lballabio/QuantLib/pull/948

Tests:
  • Heston MC prices for a flat Heston process are compared to analytical BS prices with the same volatility for a range of moneynesses
  • Heston MC prices for a forward-starting option resetting at t=0 are compared to semi-analytical Heston prices for a range of moneynesses

Definition at line 48 of file mcforwardeuropeanhestonengine.hpp.

Member Typedef Documentation

◆ path_generator_type

typedef MCForwardVanillaEngine<MultiVariate,RNG,S>::path_generator_type path_generator_type

Definition at line 53 of file mcforwardeuropeanhestonengine.hpp.

◆ path_pricer_type

typedef MCForwardVanillaEngine<MultiVariate,RNG,S>::path_pricer_type path_pricer_type

Definition at line 56 of file mcforwardeuropeanhestonengine.hpp.

◆ stats_type

typedef MCForwardVanillaEngine<MultiVariate,RNG,S>::stats_type stats_type

Definition at line 58 of file mcforwardeuropeanhestonengine.hpp.

Constructor & Destructor Documentation

◆ MCForwardEuropeanHestonEngine()

MCForwardEuropeanHestonEngine ( const ext::shared_ptr< P > &  process,
Size  timeSteps,
Size  timeStepsPerYear,
bool  antitheticVariate,
Size  requiredSamples,
Real  requiredTolerance,
Size  maxSamples,
BigNatural  seed,
bool  controlVariate = false 
)

Definition at line 131 of file mcforwardeuropeanhestonengine.hpp.

Member Function Documentation

◆ pathPricer()

ext::shared_ptr< typename MCForwardEuropeanHestonEngine< RNG, S, P >::path_pricer_type > pathPricer
overrideprotectedvirtual

Implements McSimulation< MC, RNG, S >.

Definition at line 155 of file mcforwardeuropeanhestonengine.hpp.

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◆ controlPathPricer()

ext::shared_ptr< typename MCForwardEuropeanHestonEngine< RNG, S, P >::path_pricer_type > controlPathPricer
overrideprotectedvirtual

Reimplemented from McSimulation< MC, RNG, S >.

Definition at line 188 of file mcforwardeuropeanhestonengine.hpp.

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◆ controlPricingEngine()

ext::shared_ptr< PricingEngine > controlPricingEngine ( ) const
overrideprotectedvirtual

Reimplemented from McSimulation< MC, RNG, S >.

Definition at line 76 of file mcforwardeuropeanhestonengine.hpp.