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Daily Inspiration Quote by John C. Hull

"Our starting point then was trying to find a way to incorporate mean reversion into the HoLee model"

About this Quote

“Mean reversion” is the tell: Hull is flagging the moment when an elegant classroom model runs into the stubborn personality of real interest rates. The original Ho-Lee framework, beloved for its tractability, treats the short rate’s movements in a way that can drift without any natural pull back toward a typical level. That’s fine if your goal is a clean calibration exercise; it’s awkward if you’re trying to describe a bond market that, over time, repeatedly reminds quants that rates have gravity.

Hull’s phrasing is deliberately modest - “trying to find a way” - but the subtext is a methodological power move. In quantitative finance, you don’t throw out a model because it’s wrong; you retrofit it so it keeps the features you need (analytical pricing, tree construction, calibration to the yield curve) while patching the behavior you can’t defend (unbounded rates, implausible long-term dynamics). The intent is engineering, not metaphysics: take a one-factor term-structure model people can actually implement and add just enough realism to make it behave under stress and across maturities.

Context matters: Hull is speaking from the post-1980s tradition where “model” means an executable compromise between market fit and economic sense. Mean reversion isn’t a poetic idea here; it’s a risk-management constraint. It keeps scenarios from wandering into absurdity, stabilizes long-horizon volatility, and makes hedging sensitivities less pathological. The quiet implication: the market demands models that are both solvable and sane, and the craft lies in reconciling those demands without pretending either one will politely disappear.

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TopicInvestment
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APA Style (7th ed.)
Hull, John C. (2026, January 16). Our starting point then was trying to find a way to incorporate mean reversion into the HoLee model. FixQuotes. https://fixquotes.com/quotes/our-starting-point-then-was-trying-to-find-a-way-99842/

Chicago Style
Hull, John C. "Our starting point then was trying to find a way to incorporate mean reversion into the HoLee model." FixQuotes. January 16, 2026. https://fixquotes.com/quotes/our-starting-point-then-was-trying-to-find-a-way-99842/.

MLA Style (9th ed.)
"Our starting point then was trying to find a way to incorporate mean reversion into the HoLee model." FixQuotes, 16 Jan. 2026, https://fixquotes.com/quotes/our-starting-point-then-was-trying-to-find-a-way-99842/. Accessed 12 Feb. 2026.

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About the Author

John C. Hull

John C. Hull (born October 31, 1939) is a Professor from USA.

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