The QuantLib's version in my os:
import QuantLib as ql
ql.__version__
'1.34'
All the arguments related to the put option:
settlementDate = ql.Date(11, ql.July, 2019)
maturity = ql.Date(19, ql.July, 2019)
stock = 0.28
strike = 0.5
riskFreeRate = 0.05
volatility = 1.7
The other part of price valuation:
calendar = ql.UnitedStates(ql.UnitedStates.NYSE)
dayCounter = ql.Actual365Fixed(ql.Actual365Fixed.Standard)
ql.Settings.instance().evaluationDate = todayDate
AmericanExercise(earliestDate, latestDate, payoffAtExpiry=False)
AmericanExercise = ql.AmericanExercise(todayDate,maturity)
optionType = ql.Option.Put
payoff = ql.PlainVanillaPayoff(type=optionType, strike=strike)
AmericanOption = ql.VanillaOption(payoff=payoff,exercise=AmericanExercise)
underlying = ql.SimpleQuote(stock)
underlyingH = ql.QuoteHandle(underlying)
flatRiskFreeTS = ql.YieldTermStructureHandle(
ql.FlatForward(
settlementDate, riskFreeRate, dayCounter))
flatVolTS = ql.BlackVolTermStructureHandle(
ql.BlackConstantVol(
settlementDate, calendar,
volatility, dayCounter))
bsProcess = ql.BlackScholesProcess(
s0=underlyingH,
riskFreeTS=flatRiskFreeTS,
volTS=flatVolTS)
steps = 200
binomial_engine = ql.BinomialVanillaEngine(bsProcess, "crr", steps)
AmericanOption.setPricingEngine(binomial_engine)
The put option's price:
print("Option value =", AmericanOption.NPV())
Option value = 0.22013426651607249
Other Greeks(Delta,Gamma,theta)value:
print("Delta value =", AmericanOption.delta())
Delta value = -0.988975537620728
print("Gamma value =", AmericanOption.gamma())
Gamma value = 0.5635976654806573
print("Theta value =", AmericanOption.theta())
Theta value = -0.03899648147441449
It can't get American put option's vega,rho:
print("Theta value =", AmericanOption.theta())
Theta value = -0.03899648147441449
>>> print("Vega value =", AmericanOption.vega())
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/debian/mydoc/lib/python3.11/site-packages/QuantLib/QuantLib.py", line 17245, in vega
return _QuantLib.OneAssetOption_vega(self)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: vega not provided
>>> print("Rho value =", AmericanOption.rho())
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/debian/mydoc/lib/python3.11/site-packages/QuantLib/QuantLib.py", line 17249, in rho
return _QuantLib.OneAssetOption_rho(self)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
RuntimeError: rho not provided
The AmericanOption contains vega
and rho
:
'vega' and 'rho' in dir(AmericanOption)
True
Why 'vega' and 'rho' are not provided in runtime?
How can calculate the American put option's vega,rho?
Are there other python libs can work for American BS model?