def black_scholes ( nopt, price, strike, t, rate, vol, call, put ):
mr = -rate
sig_sig_two = vol * vol * 2
for i in range(nopt):
P = float( price [i] )
S = strike [i]
T = t [i]
a = log(P / S)
b = T * mr
z = T * sig_sig_two
c = 0.25 * z
y = invsqrt(z)
w1 = (a - b + c) * y
w2 = (a - b - c) * y
d1 = 0.5 + 0.5 * erf(w1)
d2 = 0.5 + 0.5 * erf(w2)
Se = exp(b) * S
call [i] = P * d1 - Se * d2
put [i] = call [i] - P + Se
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