CausalPaths

A N A L Y T I C S

Historical Archive · c. 2001–2008

Quantnotes.com

A freely accessible quantitative finance education resource, founded by PhD students at Imperial College London.

Origin and History

Quantnotes.com was a collaborative project co-founded by Dr. Henry Tang, a mechanical engineer, and Dr. Raffaele Vardavas and Dr. Alessio Farhadi, both physicists — all PhD students at Imperial College London at the time. Dr. Vardavas completed his Imperial PhD in 2002. The site grew out of a shared intellectual interest in mathematical models and methods from statistical physics applied to the rapidly growing field of quantitative finance.

Site header — approximately as it appeared on quantnotes.com

New York Stock Exchange Trader Stock certificates Architecture Exchange hall

In the early 2000s, quantitative finance had become one of the primary destinations for applied mathematicians and physicists leaving academia, particularly in London where the City offered substantial demand for people who could handle the mathematics of derivative pricing and risk. The transition was intellectually natural but practically difficult: rigorous, mathematically honest introductions to stochastic calculus and derivative pricing were not easy to find. Quantnotes was built to fill that gap — assuming mathematical maturity but no prior finance background, building from first principles through random walks, Itô calculus, the Black-Scholes framework, the Greeks, and volatility modeling. There were no YouTube tutorials, no MOOCs, and little freely accessible material of this kind online at the time.

10 Deutsche Mark banknote featuring Carl Friedrich Gauss
The 10 Deutsche Mark note (Deutsche Bundesbank), bearing the portrait of Carl Friedrich Gauss (1777–1855) and a rendering of his normal distribution curve. This image appeared prominently at the top of the first version of the Quantnotes.com homepage — chosen as an emblem for a site built on the mathematics of probability and stochastic processes.

At its peak the site attracted approximately 6,000–7,000 weekly sessions, built entirely through word of mouth in academic and practitioner communities. It was eventually discontinued as the founders moved on to other roles and projects. For Dr. Vardavas, Quantnotes represented the beginning of a sustained engagement with quantitative modeling at the intersection of mathematics, simulation, and decision-making — an intellectual thread that continues through CausalPaths Analytics and his quantitative portfolio analytics research ↗.

Archive Note

The articles below were recovered from the Wayback Machine archive of quantnotes.com ↗. The text content of each article is intact. However, the original site rendered mathematical equations as embedded images, and those images are not preserved in the recovered PDFs — formula placeholders appear in their place. The conceptual content, derivations, and narrative explanations remain complete.

Edutainment — Brain Teasers

Alongside its technical articles, Quantnotes.com ran a popular Edutainment section: a collection of brain teasers, logic puzzles, and mathematical problems organized by difficulty. The puzzles range from lateral-thinking and arithmetic challenges at the Easy level, through probability and geometry at Intermediate, to genuinely hard problems requiring careful multi-step reasoning. The full collection — questions and worked answers — has been recovered from the Wayback Machine archive.

Article Archive

Twenty-eight articles are available below, organized by topic. Each links to the recovered PDF. The Wayback Machine link for each article opens the site as it existed at the time of capture — navigation to other articles was available from the site's Fundamentals index.

Probability & Mathematical Foundations

Time Value & Interest Rates

Stochastic Calculus

Options & Derivatives

The Greeks

Volatility & Advanced Topics

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