/src/quantlib/ql/experimental/volatility/sabrvolsurface.cpp
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1 | | /* -*- mode: c++; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- */ |
2 | | |
3 | | /* |
4 | | Copyright (C) 2007 Ferdinando Ametrano |
5 | | |
6 | | This file is part of QuantLib, a free-software/open-source library |
7 | | for financial quantitative analysts and developers - http://quantlib.org/ |
8 | | |
9 | | QuantLib is free software: you can redistribute it and/or modify it |
10 | | under the terms of the QuantLib license. You should have received a |
11 | | copy of the license along with this program; if not, please email |
12 | | <quantlib-dev@lists.sf.net>. The license is also available online at |
13 | | <http://quantlib.org/license.shtml>. |
14 | | |
15 | | This program is distributed in the hope that it will be useful, but WITHOUT |
16 | | ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS |
17 | | FOR A PARTICULAR PURPOSE. See the license for more details. |
18 | | */ |
19 | | |
20 | | #include <ql/experimental/volatility/sabrvolsurface.hpp> |
21 | | #include <ql/math/interpolations/linearinterpolation.hpp> |
22 | | #include <ql/math/interpolations/sabrinterpolation.hpp> |
23 | | #include <ql/quotes/simplequote.hpp> |
24 | | #include <ql/termstructures/volatility/smilesection.hpp> |
25 | | #include <ql/utilities/dataformatters.hpp> |
26 | | #include <utility> |
27 | | |
28 | | namespace QuantLib { |
29 | | |
30 | | SabrVolSurface::SabrVolSurface(const ext::shared_ptr<InterestRateIndex>& index, |
31 | | Handle<BlackAtmVolCurve> atmCurve, |
32 | | const std::vector<Period>& optionTenors, |
33 | | std::vector<Spread> atmRateSpreads, |
34 | | std::vector<std::vector<Handle<Quote> > > volSpreads) |
35 | 0 | : InterestRateVolSurface(index), atmCurve_(std::move(atmCurve)), optionTenors_(optionTenors), |
36 | 0 | optionTimes_(optionTenors.size()), optionDates_(optionTenors.size()), |
37 | 0 | atmRateSpreads_(std::move(atmRateSpreads)), volSpreads_(std::move(volSpreads)) { |
38 | |
|
39 | 0 | checkInputs(); |
40 | | |
41 | | // Creation of reference smile sections |
42 | | |
43 | | // Hard coded |
44 | 0 | isAlphaFixed_ = false; |
45 | 0 | isBetaFixed_ = false; |
46 | 0 | isNuFixed_ = false; |
47 | 0 | isRhoFixed_ = false; |
48 | 0 | vegaWeighted_ = true; |
49 | |
|
50 | 0 | sabrGuesses_.resize(optionTenors_.size()); |
51 | |
|
52 | 0 | for (Size i=0; i<optionTenors_.size(); ++i) { |
53 | |
|
54 | 0 | optionDates_[i] = optionDateFromTenor(optionTenors_[i]); |
55 | 0 | optionTimes_[i] = timeFromReference(optionDates_[i]); |
56 | | |
57 | | // Hard coded |
58 | 0 | sabrGuesses_[i][0] = 0.025; // alpha |
59 | 0 | sabrGuesses_[i][1] = 0.5; // beta |
60 | 0 | sabrGuesses_[i][2] = 0.3; // rho |
61 | 0 | sabrGuesses_[i][3] = 0.0; // nu |
62 | 0 | } |
63 | 0 | registerWithMarketData(); |
64 | 0 | } Unexecuted instantiation: QuantLib::SabrVolSurface::SabrVolSurface(boost::shared_ptr<QuantLib::InterestRateIndex> const&, QuantLib::Handle<QuantLib::BlackAtmVolCurve>, std::__1::vector<QuantLib::Period, std::__1::allocator<QuantLib::Period> > const&, std::__1::vector<double, std::__1::allocator<double> >, std::__1::vector<std::__1::vector<QuantLib::Handle<QuantLib::Quote>, std::__1::allocator<QuantLib::Handle<QuantLib::Quote> > >, std::__1::allocator<std::__1::vector<QuantLib::Handle<QuantLib::Quote>, std::__1::allocator<QuantLib::Handle<QuantLib::Quote> > > > >) Unexecuted instantiation: QuantLib::SabrVolSurface::SabrVolSurface(boost::shared_ptr<QuantLib::InterestRateIndex> const&, QuantLib::Handle<QuantLib::BlackAtmVolCurve>, std::__1::vector<QuantLib::Period, std::__1::allocator<QuantLib::Period> > const&, std::__1::vector<double, std::__1::allocator<double> >, std::__1::vector<std::__1::vector<QuantLib::Handle<QuantLib::Quote>, std::__1::allocator<QuantLib::Handle<QuantLib::Quote> > >, std::__1::allocator<std::__1::vector<QuantLib::Handle<QuantLib::Quote>, std::__1::allocator<QuantLib::Handle<QuantLib::Quote> > > > >) |
65 | | |
66 | 0 | std::array<Real, 4> SabrVolSurface::sabrGuesses(const Date& d) const { |
67 | | |
68 | | // the guesses for sabr parameters are assumed to be piecewise constant |
69 | 0 | if (d<=optionDates_[0]) return sabrGuesses_[0]; |
70 | 0 | Size i=0; |
71 | 0 | while (i<optionDates_.size()-1 && d<optionDates_[i]) |
72 | 0 | ++i; |
73 | 0 | return sabrGuesses_[i]; |
74 | 0 | } |
75 | | |
76 | 0 | void SabrVolSurface::updateSabrGuesses(const Date& d, std::array<Real, 4> newGuesses) const { |
77 | |
|
78 | 0 | Size i=0; |
79 | 0 | while (i<optionDates_.size() && d<=optionDates_[i]) |
80 | 0 | ++i; |
81 | 0 | sabrGuesses_[i][0] = newGuesses[0]; |
82 | 0 | sabrGuesses_[i][1] = newGuesses[1]; |
83 | 0 | sabrGuesses_[i][2] = newGuesses[2]; |
84 | 0 | sabrGuesses_[i][3] = newGuesses[3]; |
85 | |
|
86 | 0 | } |
87 | | |
88 | 0 | std::vector<Volatility> SabrVolSurface::volatilitySpreads(const Date& d) const { |
89 | |
|
90 | 0 | Size nOptionsTimes = optionTimes_.size(); |
91 | 0 | Size nAtmRateSpreads = atmRateSpreads_.size(); |
92 | 0 | std::vector<Volatility> interpolatedVols(nAtmRateSpreads); |
93 | |
|
94 | 0 | std::vector<Volatility> vols(nOptionsTimes); // the volspread at a given strike |
95 | 0 | for (Size i=0; i<nAtmRateSpreads; ++i) { |
96 | 0 | for (Size j=0; j<nOptionsTimes; ++j) { |
97 | 0 | vols[j] = (**volSpreads_[j][i]).value(); |
98 | 0 | } |
99 | 0 | LinearInterpolation interpolator(optionTimes_.begin(), optionTimes_.end(), |
100 | 0 | vols.begin()); |
101 | 0 | interpolatedVols[i] = interpolator(timeFromReference(d),true); |
102 | 0 | } |
103 | 0 | return interpolatedVols; |
104 | 0 | } |
105 | | |
106 | | |
107 | 0 | void SabrVolSurface::update() { |
108 | 0 | TermStructure::update(); |
109 | 0 | for (Size i=0; i<optionTenors_.size(); ++i) { |
110 | 0 | optionDates_[i] = optionDateFromTenor(optionTenors_[i]); |
111 | 0 | optionTimes_[i] = timeFromReference(optionDates_[i]); |
112 | 0 | } |
113 | 0 | notifyObservers(); |
114 | |
|
115 | 0 | } |
116 | | |
117 | | ext::shared_ptr<SmileSection> |
118 | 0 | SabrVolSurface::smileSectionImpl(Time t) const { |
119 | |
|
120 | 0 | auto n = BigInteger(t * 365.0); |
121 | 0 | Date d = referenceDate()+n*Days; |
122 | | // interpolating on ref smile sections |
123 | 0 | std::vector<Volatility> volSpreads = volatilitySpreads(d); |
124 | | |
125 | | // calculate sabr fit |
126 | 0 | std::array<Real, 4> sabrParameters1 = sabrGuesses(d); |
127 | |
|
128 | 0 | ext::shared_ptr<SabrInterpolatedSmileSection> tmp(new |
129 | 0 | SabrInterpolatedSmileSection(d, |
130 | 0 | index_->fixing(d,true), atmRateSpreads_, true, |
131 | 0 | atmCurve_->atmVol(d), volSpreads, |
132 | 0 | sabrParameters1[0], sabrParameters1[1], |
133 | 0 | sabrParameters1[2], sabrParameters1[3], |
134 | 0 | isAlphaFixed_, isBetaFixed_, |
135 | 0 | isNuFixed_, isRhoFixed_, |
136 | 0 | vegaWeighted_/*, |
137 | | const ext::shared_ptr<EndCriteria>& endCriteria, |
138 | | const ext::shared_ptr<OptimizationMethod>& method, |
139 | 0 | const DayCounter& dc*/)); |
140 | | |
141 | | // update guess |
142 | |
|
143 | 0 | return tmp; |
144 | |
|
145 | 0 | } |
146 | | |
147 | 0 | void SabrVolSurface::registerWithMarketData() { |
148 | |
|
149 | 0 | for (Size i=0; i<optionTenors_.size(); ++i) { |
150 | 0 | for (Size j=0; j<atmRateSpreads_.size(); ++j) { |
151 | 0 | registerWith(volSpreads_[i][j]); |
152 | 0 | } |
153 | 0 | } |
154 | 0 | } |
155 | | |
156 | 0 | void SabrVolSurface::checkInputs() const { |
157 | |
|
158 | 0 | Size nStrikes = atmRateSpreads_.size(); |
159 | 0 | QL_REQUIRE(nStrikes>1, "too few strikes (" << nStrikes << ")"); |
160 | 0 | for (Size i=1; i<nStrikes; ++i) |
161 | 0 | QL_REQUIRE(atmRateSpreads_[i-1]<atmRateSpreads_[i], |
162 | 0 | "non increasing strike spreads: " << |
163 | 0 | io::ordinal(i) << " is " << atmRateSpreads_[i-1] << ", " << |
164 | 0 | io::ordinal(i+1) << " is " << atmRateSpreads_[i]); |
165 | 0 | for (Size i=0; i<volSpreads_.size(); i++) |
166 | 0 | QL_REQUIRE(atmRateSpreads_.size()==volSpreads_[i].size(), |
167 | 0 | "mismatch between number of strikes (" << atmRateSpreads_.size() << |
168 | 0 | ") and number of columns (" << volSpreads_[i].size() << |
169 | 0 | ") in the " << io::ordinal(i+1) << " row"); |
170 | 0 | } |
171 | | |
172 | 0 | void SabrVolSurface::accept(AcyclicVisitor& v) { |
173 | 0 | auto* v1 = dynamic_cast<Visitor<SabrVolSurface>*>(&v); |
174 | 0 | if (v1 != nullptr) |
175 | 0 | v1->visit(*this); |
176 | 0 | else |
177 | 0 | InterestRateVolSurface::accept(v); |
178 | 0 | } |
179 | | |
180 | | } |