Options are a common topic in mathematical finance. Beyond the Black Scholes Merton Equation (which I also discuss here), it is good to know some basics about options as a product.
Options are characterised by the rules around how optionality is exercised. The only difference between an option and a forward contract is that the execution is at the discretion of one party. They have a maturity, often noted \(T\) and a strike price called \(K\).
Two types of options are deemed "vanilla" π¨, which means they are standardised.
Non-vanilla options are called exotics. The possibilities are endless, but here are the ones I have encountered the most often.
Each option is either a call \(C\), which gives the buyer the right to buy the underlying, or a put option \(P\), which provides the buyer with the right to sell an underlying. Under no arbitrage assumption, combining a put and a call (short, long) with same strike price \(K\) should be the same as holding a forward \(F\) for the same maturity (and some adjustments) π±.
\[C- P = D\times (F - K)\]with \(D\) the discount factor that is a function of maturity \(t\) and risk-free rate \(r_f\). There are other formulations, many are listed on Wikipedia (link), but this one is the most common.
The concept of put-call parity is often used for mathematical proofs in options theory π.
The sensitivity of the price of an option \(V\) against different variables is measured using standardised metrics. Because those metrics use letters of the greek alphabet, they are called option Greeks π¬π·.There are several Greeks, but here are the most common ones.
The most common Greeks are the ones against the price of the underlying asset \(S\). The first order is galled delta \(\Delta\). The second order is called gamma \(\Gamma\).
\[\begin{align} \Delta &= \frac{\partial V}{\partial S}\\ \Gamma &= \frac{\partial }{\partial S}\Delta = \frac{\partial^2 V}{\partial S^2} \end{align}\]
The option price against volatility π’ sigma \(\sigma\) is called vega \(\mathcal{V}\).
\[\mathcal{V} = \frac{\partial V}{\partial \sigma}\]
The option price will vary as it gets closer to maturity β²οΈ. This is called time decay \(\tau\) and is measure with theta \(\Theta\). Note the negative sign for this Greek.
\[\Theta = -\frac{\partial V}{\partial \tau}\]
Rho \(\rho\) quantifies how sensitive the price of an option is against the risk free rate \(r_f\).
\[\rho = \frac{\partial V}{\partial r_f}\]
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