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Derivatives

Black-76 Model – Futures Options

Black’s brilliant model was originally developed for pricing European futures options (“The Pricing of Commodity Contracts,” Journal of Financial Economics, 3 (March 1976)). Later, it turned out to […]

December 21, 2025 Advanced
Derivatives

Futures Options

A futures option is the right, but not the obligation, to enter into a futures transaction at a predetermined futures price, by a predetermined date. The final date […]

December 14, 2025 Advanced
Derivatives

Correlated Processes

Why diversification fails during market crises… Assume two variables, (x_1) and (x_2), follow generalized Wiener processes: dx1 = a1·dt + b1·dz1 and dx2 = a2·dt + b2·dz2 The […]

November 16, 2025 Advanced
Derivatives

Ito’s Lemma in Forwards

To describe the evolution of a derivative of stock price, we use Ito’s Lemma. For example, through it we can express the fair forward price of a stock […]

November 8, 2025 Advanced
Derivatives

Ito’s Lemma & Wiener Process

Without the discoveries of the Japanese mathematician Kiyoshi Itô (伊藤 清, 1915–2008), the Black–Scholes–Merton model — and therefore the modern derivatives market — could not exist. Before moving […]

October 31, 2025 Advanced
Derivatives

Wiener Process

If physicists use the Wiener process to describe the movement of molecules, for finance it is interesting because it helps us understand the price behavior of stocks and […]

October 26, 2025 Advanced
Derivatives

Markov Process

Why is uncertainty considered proportional to the square root of time (√t)? A Markov process (named after the Russian mathematician Andrey Markov (1856–1922)) is a special case of […]

October 25, 2025 Advanced