Markets: A Rigorous Course

Summary of key results

Foundation about 10 min
Result Formula
Payoffs CT=(ST−K)+C_T=(S_T-K)^+, PT=(K−ST)+P_T=(K-S_T)^+
Forward value Se−qT−Ke−rT=e−rT(F−K)Se^{-qT}-Ke^{-rT}=e^{-rT}(F-K), F=Se(r−q)TF=Se^{(r-q)T}
Put–call parity c−p=Se−qT−Ke−rT=e−rT(F−K)c-p=Se^{-qT}-Ke^{-rT}=e^{-rT}(F-K)
Bounds (Se−qT−Ke−rT)+≤c≤Se−qT(Se^{-qT}-Ke^{-rT})^+\le c\le Se^{-qT}; (Ke−rT−Se−qT)+≤p≤Ke−rT(Ke^{-rT}-Se^{-qT})^+\le p\le Ke^{-rT}
American call, q=0q=0 C=cC=c (never exercise early)
One-period Δ=Vu−VdS0(u−d)\Delta=\frac{V_u-V_d}{S_0(u-d)}, V0=e−rΔt[pVu+(1−p)Vd]V_0=e^{-r\Delta t}[pV_u+(1-p)V_d], p=e(r−q)Δt−du−dp=\frac{e^{(r-q)\Delta t}-d}{u-d}, no arbitrage iff d<e(r−q)Δt<ud<e^{(r-q)\Delta t}<u
CRR u=eσΔtu=e^{\sigma\sqrt{\Delta t}}, d=1/ud=1/u; error O(1/n)O(1/n), oscillating
Itô df=(ft+afx+12b2fxx)dt+bfxdWdf=(f_t+af_x+\frac12b^2f_{xx})dt+bf_xdW
GBM ST=S0e(μ−σ2/2)T+σWTS_T=S_0e^{(\mu-\sigma^2/2)T+\sigma W_T}; EST=S0eμT\mathbb E S_T=S_0e^{\mu T}; median S0e(μ−σ2/2)TS_0e^{(\mu-\sigma^2/2)T}
BSM PDE Vt+12σ2S2VSS+(r−q)SVS−rV=0V_t+\frac12\sigma^2S^2V_{SS}+(r-q)SV_S-rV=0
Risk-neutral pricing V=e−rτEQ[h(ST)]V=e^{-r\tau}\mathbb E^{\mathbb Q}[h(S_T)], drift r−qr-q under Q\mathbb Q
d1,d2d_1,d_2 d1,2=ln⁡(S/K)+(r−q±12σ2)τστd_{1,2}=\frac{\ln(S/K)+(r-q\pm\frac12\sigma^2)\tau}{\sigma\sqrt\tau}
BSM c=Se−qτN(d1)−Ke−rτN(d2)c=Se^{-q\tau}N(d_1)-Ke^{-r\tau}N(d_2); p=Ke−rτN(−d2)−Se−qτN(−d1)p=Ke^{-r\tau}N(-d_2)-Se^{-q\tau}N(-d_1)
Black-76 c=e−rτ[FN(d1)−KN(d2)]c=e^{-r\tau}[FN(d_1)-KN(d_2)], d1,2=ln⁡(F/K)±12σ2τστd_{1,2}=\frac{\ln(F/K)\pm\frac12\sigma^2\tau}{\sigma\sqrt\tau}
Identity Se−qτφ(d1)=Ke−rτφ(d2)Se^{-q\tau}\varphi(d_1)=Ke^{-r\tau}\varphi(d_2)
Delta call e−qτN(d1)e^{-q\tau}N(d_1); put −e−qτN(−d1)-e^{-q\tau}N(-d_1); futures delta (Black-76) e−rτN(d1)e^{-r\tau}N(d_1)
Gamma, vega Γ=e−qτφ(d1)Sστ\Gamma=\frac{e^{-q\tau}\varphi(d_1)}{S\sigma\sqrt\tau}; V=Se−qτφ(d1)τ\mathcal V=Se^{-q\tau}\varphi(d_1)\sqrt\tau
Theta (call) −Se−qτφ(d1)σ2τ−rKe−rτN(d2)+qSe−qτN(d1)-\frac{Se^{-q\tau}\varphi(d_1)\sigma}{2\sqrt\tau}-rKe^{-r\tau}N(d_2)+qSe^{-q\tau}N(d_1)
Rho call Kτe−rτN(d2)K\tau e^{-r\tau}N(d_2); put −Kτe−rτN(−d2)-K\tau e^{-r\tau}N(-d_2)
Theta–gamma Θ+12σ2S2Γ+(r−q)SΔ−rV=0\Theta+\frac12\sigma^2S^2\Gamma+(r-q)S\Delta-rV=0
Hedged P&L dΠ≈12ΓS2[(dS/S)2−σ2dt]d\Pi\approx\frac12\Gamma S^2[(dS/S)^2-\sigma^2dt]
Vomma ∂2c/∂σ2=Vd1d2/σ\partial^2c/\partial\sigma^2=\mathcal V d_1d_2/\sigma
IV start $\sigma^*=\sqrt{2
Reference S=K=100,τ=1,r=5%,σ=20%S=K=100,\tau=1,r=5\%,\sigma=20\%: c=10.4505835722c=10.4505835722, p=5.5735260223p=5.5735260223

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