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blackscholesprocess.hpp
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/* -*- mode: c++; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- */
/*
Copyright (C) 2001, 2002, 2003 Sadruddin Rejeb
Copyright (C) 2003 Ferdinando Ametrano
Copyright (C) 2004, 2005, 2006, 2007, 2009 StatPro Italia srl
Copyright (C) 2015 Peter Caspers
This file is part of QuantLib, a free-software/open-source library
for financial quantitative analysts and developers - http://quantlib.org/
QuantLib is free software: you can redistribute it and/or modify it
under the terms of the QuantLib license. You should have received a
copy of the license along with this program; if not, please email
<[email protected]>. The license is also available online at
<http://quantlib.org/license.shtml>.
This program is distributed in the hope that it will be useful, but WITHOUT
ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
FOR A PARTICULAR PURPOSE. See the license for more details.
*/
/*! \file blackscholesprocess.hpp
\brief Black-Scholes processes
*/
#ifndef quantlib_black_scholes_process_hpp
#define quantlib_black_scholes_process_hpp
#include <ql/stochasticprocess.hpp>
#include <ql/processes/eulerdiscretization.hpp>
#include <ql/termstructures/yieldtermstructure.hpp>
#include <ql/termstructures/volatility/equityfx/blackvoltermstructure.hpp>
#include <ql/termstructures/volatility/equityfx/localvoltermstructure.hpp>
#include <ql/quote.hpp>
namespace QuantLib {
class LocalConstantVol;
class LocalVolCurve;
//! Generalized Black-Scholes stochastic process
/*! This class describes the stochastic process \f$ S \f$ governed by
\f[
d\ln S(t) = (r(t) - q(t) - \frac{\sigma(t, S)^2}{2}) dt
+ \sigma dW_t.
\f]
\warning while the interface is expressed in terms of \f$ S \f$,
the internal calculations work on \f$ ln S \f$.
\ingroup processes
*/
class GeneralizedBlackScholesProcess : public StochasticProcess1D {
public:
GeneralizedBlackScholesProcess(
const Handle<Quote>& x0,
const Handle<YieldTermStructure>& dividendTS,
const Handle<YieldTermStructure>& riskFreeTS,
const Handle<BlackVolTermStructure>& blackVolTS,
const boost::shared_ptr<discretization>& d =
boost::shared_ptr<discretization>(new EulerDiscretization));
//! \name StochasticProcess1D interface
//@{
Real x0() const;
/*! \todo revise extrapolation */
Real drift(Time t, Real x) const;
/*! \todo revise extrapolation */
Real diffusion(Time t, Real x) const;
Real apply(Real x0, Real dx) const;
/*! \warning in general raises a "not implemented" exception.
It should be rewritten to return the expectation E(S)
of the process, not exp(E(log S)).
*/
Real expectation(Time t0, Real x0, Time dt) const;
Real stdDeviation(Time t0, Real x0, Time dt) const;
Real variance(Time t0, Real x0, Time dt) const;
Real evolve(Time t0, Real x0, Time dt, Real dw) const;
//@}
Time time(const Date&) const;
//! \name Observer interface
//@{
void update();
//@}
//! \name Inspectors
//@{
const Handle<Quote>& stateVariable() const;
const Handle<YieldTermStructure>& dividendYield() const;
const Handle<YieldTermStructure>& riskFreeRate() const;
const Handle<BlackVolTermStructure>& blackVolatility() const;
const Handle<LocalVolTermStructure>& localVolatility() const;
//@}
private:
Handle<Quote> x0_;
Handle<YieldTermStructure> riskFreeRate_, dividendYield_;
Handle<BlackVolTermStructure> blackVolatility_;
mutable RelinkableHandle<LocalVolTermStructure> localVolatility_;
mutable bool updated_, isStrikeIndependent_;
};
//! Black-Scholes (1973) stochastic process
/*! This class describes the stochastic process \f$ S \f$ for a stock
given by
\f[
d\ln S(t) = (r(t) - \frac{\sigma(t, S)^2}{2}) dt + \sigma dW_t.
\f]
\warning while the interface is expressed in terms of \f$ S \f$,
the internal calculations work on \f$ ln S \f$.
\ingroup processes
*/
class BlackScholesProcess : public GeneralizedBlackScholesProcess {
public:
BlackScholesProcess(
const Handle<Quote>& x0,
const Handle<YieldTermStructure>& riskFreeTS,
const Handle<BlackVolTermStructure>& blackVolTS,
const boost::shared_ptr<discretization>& d =
boost::shared_ptr<discretization>(new EulerDiscretization));
};
//! Merton (1973) extension to the Black-Scholes stochastic process
/*! This class describes the stochastic process ln(S) for a stock or
stock index paying a continuous dividend yield given by
\f[
d\ln S(t, S) = (r(t) - q(t) - \frac{\sigma(t, S)^2}{2}) dt
+ \sigma dW_t.
\f]
\ingroup processes
*/
class BlackScholesMertonProcess : public GeneralizedBlackScholesProcess {
public:
BlackScholesMertonProcess(
const Handle<Quote>& x0,
const Handle<YieldTermStructure>& dividendTS,
const Handle<YieldTermStructure>& riskFreeTS,
const Handle<BlackVolTermStructure>& blackVolTS,
const boost::shared_ptr<discretization>& d =
boost::shared_ptr<discretization>(new EulerDiscretization));
};
//! Black (1976) stochastic process
/*! This class describes the stochastic process \f$ S \f$ for a
forward or futures contract given by
\f[
d\ln S(t) = -\frac{\sigma(t, S)^2}{2} dt + \sigma dW_t.
\f]
\warning while the interface is expressed in terms of \f$ S \f$,
the internal calculations work on \f$ ln S \f$.
\ingroup processes
*/
class BlackProcess : public GeneralizedBlackScholesProcess {
public:
BlackProcess(
const Handle<Quote>& x0,
const Handle<YieldTermStructure>& riskFreeTS,
const Handle<BlackVolTermStructure>& blackVolTS,
const boost::shared_ptr<discretization>& d =
boost::shared_ptr<discretization>(new EulerDiscretization));
};
//! Garman-Kohlhagen (1983) stochastic process
/*! This class describes the stochastic process \f$ S \f$ for an exchange
rate given by
\f[
d\ln S(t) = (r(t) - r_f(t) - \frac{\sigma(t, S)^2}{2}) dt
+ \sigma dW_t.
\f]
\warning while the interface is expressed in terms of \f$ S \f$,
the internal calculations work on \f$ ln S \f$.
\ingroup processes
*/
class GarmanKohlagenProcess : public GeneralizedBlackScholesProcess {
public:
GarmanKohlagenProcess(
const Handle<Quote>& x0,
const Handle<YieldTermStructure>& foreignRiskFreeTS,
const Handle<YieldTermStructure>& domesticRiskFreeTS,
const Handle<BlackVolTermStructure>& blackVolTS,
const boost::shared_ptr<discretization>& d =
boost::shared_ptr<discretization>(new EulerDiscretization));
};
}
#endif