Created
April 5, 2010 02:33
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Implementation of Black Scholes option pricing model using Scheme
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(define black-scholes | |
[letrec ( | |
[normal (lambda (zz) | |
(if (= zz 0) 0.5 | |
[let ((p 0.2316419) (b1 0.31938153) (b2 -0.356563782) (b3 1.781477937) | |
(b4 -1.821255978) (b5 1.330274428) | |
(f (/ 1 (sqrt (* 2 3.1415926)))) | |
(abszz (abs zz))) | |
[let ((ff (* f (exp (/ (- (expt abszz 2)) 2)))) | |
(s1 (/ b1 (+ 1 (* p abszz)))) | |
(s2 (/ b2 (expt (+ 1 (* p abszz)) 2))) | |
(s3 (/ b3 (expt (+ 1 (* p abszz)) 3))) | |
(s4 (/ b4 (expt (+ 1 (* p abszz)) 4))) | |
(s5 (/ b5 (expt (+ 1 (* p abszz)) 5)))) | |
[let ((sz (* ff (+ s1 s2 s3 s4 s5)))) | |
[if (< zz 0) sz (- 1 sz)]]]]))] | |
[days-in-year 365] | |
[sqrt-t (lambda (days) | |
(sqrt (/ days days-in-year)))] | |
[N (lambda (strike s sd r days) | |
(let [(ls (log s)) (lx (log strike)) (t (/ days days-in-year)) (sd2 (expt sd 2))] | |
(+ (- ls lx) (* r t) (* sd2 (/ t 2)))))] | |
[delta (lambda (strike s sd r days) | |
(let [(n (N strike s sd r days)) (sqT (sqrt-t days))] | |
(let [(d (* sd sqT))] | |
(let [(d1 (/ n d))] | |
(normal d1)))))] | |
[delta2 (lambda (n sd days) | |
(let [(sqT (sqrt-t days))] | |
(let [(d (* sd sqT))] | |
(let [(d1 (/ n d))] | |
(normal d1)))))] | |
[ND2 (lambda (n sd days) | |
(let [(sqT (sqrt-t days))] | |
(let [(d (* sd sqT))] | |
(let [(d1 (/ n d))] | |
(let [(d2 (- d1 (* sd sqT)))] | |
(normal d2))))))] | |
[bond (lambda (strike s sd r days) | |
(let [(n (N strike s sd r days)) (t (/ days days-in-year))] | |
(let [(nd1 (delta2 n sd days)) (nd2 (ND2 n sd days))] | |
(* (* (exp (* (- r) t)) nd2) (- strike)))))] | |
[callValue (lambda (strike s sd r days) | |
(let [(n (N strike s sd r days)) (t (/ days days-in-year))] | |
(let [(nd1 (delta2 n sd days)) (nd2 (ND2 n sd days)) (b (bond strike s sd r days))] | |
(+ (* s nd1) b))))] | |
[putValue (lambda (strike s sd r days) | |
(let [(t (/ days days-in-year)) (call (callValue strike s sd r days))] | |
(+ (- (* (exp (* (- r) t)) strike) s) call)))]) | |
(lambda (strike s sd r days) | |
(list (putValue strike s sd r days) (callValue strike s sd r days) | |
(delta strike s sd r days) (bond strike s sd r days)))]) | |
(define black-scholes-list (lambda (x) (apply black-scholes x))) |
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