Created
November 30, 2016 06:55
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Black and Scholes formula in JS
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function bns() { | |
// Sample input | |
spot = 8400; | |
strike = 8600; | |
expiry = "2016-12-01 23:59:00"; | |
volt = 18; | |
int_rate = 7; | |
div_yld = 0; | |
//Validation | |
var error=null; | |
if(isNaN(spot) || isNaN(strike) || isNaN(volt) || isNaN(int_rate)) { | |
error = "Invalid Values"; | |
alert(error); | |
} | |
else if(spot < 0 || strike < 0) { | |
error = "Spot and Strike should be positive values"; | |
alert(error); | |
} | |
else if(volt <0 || volt >100) { | |
error = "Voltality should be between 0 - 100"; | |
alert(error); | |
} | |
else if(int_rate <0 || int_rate >100) { | |
error = "Interest rate should be between 0 - 100"; | |
alert(error); | |
} | |
else { | |
expiry = expiry.replace(" ", "T"); | |
var date_expiry = new Date(expiry), | |
date_now = new Date(); | |
var seconds = Math.floor((date_expiry - (date_now))/1000), | |
minutes = Math.floor(seconds/60), | |
hours = Math.floor(minutes/60), | |
delta_t = (Math.floor(hours/24))/365.0; | |
volt = volt/100; | |
int_rate = int_rate/100; | |
if(hours < 24) { | |
error = "Please select a later date and time <br> Expiry should be minimum 24 hours from now"; | |
alert(error); | |
} | |
else { | |
var d1 = (Math.log(spot/strike) + (int_rate + Math.pow(volt,2)/2) * delta_t) / (volt*Math.sqrt(delta_t)), | |
d2 = (Math.log(spot/strike) + (int_rate - Math.pow(volt,2)/2) * delta_t) / (volt*Math.sqrt(delta_t)); | |
var fv_strike = (strike)*Math.exp(-1*int_rate*delta_t); | |
//For calculating CDF and PDF using gaussian library. You need gaussian.js library for this. | |
var distribution = gaussian(0, 1); | |
//Premium Price | |
var call_premium = spot * distribution.cdf(d1) - fv_strike * distribution.cdf(d2), | |
put_premium = fv_strike * distribution.cdf(-1*d2) - spot * distribution.cdf(-1*d1); | |
//Option greeks | |
var call_delta = distribution.cdf(d1), | |
put_delta = call_delta-1; | |
var call_gamma = distribution.pdf(d1)/(spot*volt*Math.sqrt(delta_t)), | |
put_gamma = call_gamma; | |
var call_vega = spot*distribution.pdf(d1)*Math.sqrt(delta_t)/100, | |
put_vega = call_vega; | |
var call_theta = (-1*spot*distribution.pdf(d1)*volt/(2*Math.sqrt(delta_t)) - int_rate*fv_strike*distribution.cdf(d2))/365, | |
put_theta = (-1*spot*distribution.pdf(d1)*volt/(2*Math.sqrt(delta_t)) + int_rate*fv_strike*distribution.cdf(-1*d2))/365; | |
var call_rho = fv_strike*delta_t*distribution.cdf(d2)/100, | |
put_rho = -1*fv_strike*delta_t*distribution.cdf(-1*d2)/100; | |
bns_results = { | |
"call_option_prem_value": call_premium.toFixed(2), | |
"put_option_prem_value": put_premium.toFixed(2), | |
"call_option_delta_value": call_delta.toFixed(3), | |
"put_option_delta_value": put_delta.toFixed(3), | |
"option_gamma_value": call_gamma.toFixed(4), | |
"call_option_theta_value": call_theta.toFixed(3), | |
"put_option_theta_value": put_theta.toFixed(3), | |
"call_option_rho_value": call_rho.toFixed(3), | |
"put_option_rho_value": put_rho.toFixed(3), | |
"option_vega_value": call_vega.toFixed(3) | |
} | |
} | |
} | |
console.log(bns_results); | |
return false; | |
} | |
bns(); |
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