The Decay Function of Marketability: Toward a Computable Menger-Fekete Framework

The Decay Function of Marketability: Toward a Computable Menger-Fekete Framework

Jason D. Keys·

Researched and drafted with AI assistance · reviewed and edited by Jason D. Keys

SeriesNew Austrian Economics· 3 of 6

In 1892, Carl Menger asserted that money is merely the most saleable commodity, and that saleability is a spectrum along which every good can be ranked. He identified the characteristics that determine a good's saleability — the extent and intensity of demand, the quantity available against it, divisibility, durability, transportability, and the limits imposed politically and socially upon exchange 1 — but he offered no mathematical machinery for placing an arbitrary instrument on the spectrum. The concept was qualitative. Freedom from weaponization, which this framework treats as a saleability criterion throughout, is an extension of Menger's last category rather than anything he wrote.

Some eighty years later — Fekete bought a seat on the Winnipeg exchange in 1971 specifically to watch the number on the floor — he sharpened one specific end of the spectrum into a measurable diagnostic: the gold basis. His own definition was the spread between the asked price of the nearby futures contract and the bid price for spot gold, with the carrying charge acting as the basis's upper bound rather than as an adjustment applied to it 2. When the basis compressed toward zero or inverted into backwardation, Fekete treated this as empirical evidence that the paper claim on gold was losing its saleability relative to the metal itself: full contango, in his reading, implied full public confidence in fiat money, and backwardation implied its collapse. The basis was Menger's abstract spectrum, made concrete for a single good.

To my knowledge no one has extended Fekete's analytical machinery to cover the full Mengerian spectrum — to propose a framework in which the saleability of any financial instrument, not merely gold, could be directly measured from observable market data. The qualification matters, because the ground is not untouched. Fekete himself ran the ordering exercise informally, arranging goods in a line from agricultural commodities most exposed to supply shocks through base metals to the monetary metals at the far end, and his development of Menger's Absatzfähigkeit is regarded as among his more substantial contributions. Sandeep Jaitly carried the basis itself further into warehousing theory, splitting it into basis and co-basis 3. What is missing is not the concept but the measurement apparatus. This essay proposes that framework. I will call it the decay function of marketability.

The claim is that every layer of derivation from a physical, directly-held asset imposes a measurable haircut on saleability, that these haircuts are invisible in normal market conditions but become observable as spreads under stress, and that the rate at which those spreads compress or widen across a crisis cycle carries predictive information about where the next liquidation-only event will originate.

Why "liquidity" is the wrong variable

Modern finance has a well-developed vocabulary around liquidity: bid-ask spreads, depth of book, turnover ratios, amortized cost of execution. None of this captures what Menger and Fekete meant by saleability.

Liquidity, in its standard contemporary usage, is a measure of transaction cost under normal market conditions. It answers the question: "how much do I give up to trade out of this position right now?" Marketability, in Menger's sense, is a measure of the conditions under which exchange remains possible at all. It answers a different question: "in a crisis, will my counterparty still accept this instrument on the terms implied by its nominal price?"

These are not the same property, and they diverge sharply in stress. A AAA mortgage tranche in 2006 had excellent liquidity and essentially no marketability. A one-ounce gold coin in a private safe has poor liquidity and essentially perfect marketability. Most of the financial system's sophisticated risk models collapse every stress scenario onto a liquidity axis, and therefore systematically under-price the difference.

Fekete's gold basis captured the correct variable for one asset. The decay function generalizes it.

The proposal, stated

For any financial instrument XX, define M(X)M(X) as its marketability — a scalar between 0 (completely unsaleable under any conditions) and 1 (unconditionally saleable at nominal value).

For an asset held directly, in physical form, under the holder's unmediated control, MM is at its maximum for that asset class. Each subsequent transformation — custody, rehypothecation, securitization, derivatization, tranching, synthetic replication — imposes a marketability haircut. The cumulative haircut across nn transformations is the decay function.

The functional form I propose, as a working hypothesis, is exponential:

M(Xn)=M(X0)eλnσ(t)M(X_n) = M(X_0) \cdot e^{-\lambda n \sigma(t)}

where nn is the number of derivative hops between the directly-held asset and the instrument in question, λ\lambda is an asset-class-specific decay constant, and σ(t)\sigma(t) is the current market stress level (observable through any standard stress indicator — the VIX, credit spreads, repo haircut movement).

The key properties of this framework:

  1. In normal conditions (σ(t)0\sigma(t) \to 0), M(Xn)M(X0)M(X_n) \to M(X_0) for all nn. Every derivative layer appears fully saleable. This is why, in tranquil periods, the decay function is invisible. It is also why modern risk models routinely treat a mortgage-backed security as functionally equivalent in marketability to the underlying property. That equivalence is a regime-specific illusion.

  2. As σ(t)\sigma(t) rises, M(Xn)M(X_n) decays exponentially with nn. Instruments further from the physical asset lose marketability faster. A fourth-order derivative under stress is saleable at a fraction of its nominal value; the directly held asset is saleable at close to nominal.

  3. The decay constant λ\lambda is itself a property of the instrument, not a free parameter. It can be estimated empirically from the historical behavior of the asset class across prior crisis episodes. A physical commodity has one λ\lambda; a Treasury bill has another; a triple-A-rated structured product has a third, higher, λ\lambda.

The proposal is not that this specific functional form is correct. The proposal is that some such function exists, that its parameters are estimable from data, and that its predictions are testable.

Observable proxies

The decay function cannot be observed directly. But its signature — the widening of spreads between instruments at different points on the marketability hierarchy under stress — is directly observable in market data. Here are five readily computable proxies that together provide a Mengerian dashboard.

1. The paper-physical premium in precious metals. The spread between the spot price of gold or silver and the delivered price of physical coins or bars at major retail and institutional dealers. Widens in stress; compresses in calm. This is the most immediately readable of the five, though it is a cousin of Fekete's basis rather than the thing itself: he measured futures against spot in the wholesale market, not dealer premiums on retail coin. The two move together in stress without being the same number.

2. On-the-run versus off-the-run Treasury spread. The yield difference between the most recently issued Treasury of a given maturity and older issues of near-identical characteristics. In principle these should trade nearly identically. In practice the on-the-run issue carries a premium that reflects its superior marketability in stress. The magnitude of that premium, tracked over time, is a marketability indicator for the Treasury complex itself.

3. Repo haircut dispersion. The distribution of haircuts (the percentage reduction from market value that a lender requires against collateral) across asset classes in tri-party repo markets. In calm conditions, haircuts on similar-quality collateral are tightly clustered. Under stress, the distribution widens dramatically: dealers demand larger haircuts on instruments they consider less saleable in the event they need to liquidate the collateral. The dispersion metric, rather than any individual haircut, is the marketability signal.

4. FX basis deviations from covered interest parity. Under frictionless conditions, the forward exchange rate, the spot rate, and the interest rate differential between two currencies are tied by arbitrage. Deviations from this equality — the so-called "cross-currency basis" — represent the premium that parties on one side of the trade are willing to pay for immediate dollar liquidity relative to synthetic dollar liquidity assembled through derivatives. A widening basis indicates saleability stress in the dollar's payment infrastructure itself.

5. ETF premium/discount to NAV in crisis windows. Under normal conditions, ETFs trade at or very near their net asset value because of the creation/redemption arbitrage mechanism. In stress, ETFs can trade meaningfully below NAV when the underlying market becomes difficult to trade. In March 2020 the largest investment-grade corporate bond ETF closed some 4.5% below fair value, against an average premium or discount of roughly six basis points 4. The depth and duration of these discounts are a direct measurement of how the ETF wrapper's marketability has decayed relative to the marketability of its constituents.

Each of these is a partial, asset-class-specific window into the decay function. Together they constitute a composite indicator of where in the financial system marketability is eroding first.

Marketability half-life

A second quantitative construct follows naturally. Borrowing from nuclear physics: define the marketability half-life of an instrument as the time required for a stress-induced spread to compress back to half its peak deviation from the pre-stress baseline. An instrument with a short half-life is one whose marketability recovers quickly after a shock — its apparent saleability impairment was transient. An instrument with a long half-life is one whose saleability impairment was structural; the market is repricing the instrument's long-term marketability rather than reacting to a short-term funding event.

The half-life metric disambiguates two different classes of market stress that superficially look alike. A liquidity event in an otherwise sound instrument has a short marketability half-life. A solvency event in an instrument whose apparent saleability was itself an illusion has a long half-life and, in the limit, an infinite one — the spread never recovers because the market has revised its estimate of the instrument's saleability permanently.

In 2008, Fekete's gold basis exhibited exactly this long half-life — and it was the basis, the wholesale futures-to-spot spread, rather than the retail paper-physical premium that carried the signal. On December 2, 2008, gold went into backwardation and, in his words, "got stuck there": the negative basis persisted for weeks while physical gold declined to come out of hiding, where previously backwardation had never survived more than the few hours it takes arbitrageurs to close it. He read this as structural rather than a funding event — "the shrill sound of the fire-alarm indicating that the house of the international monetary system is on fire." The basis has remained depressed relative to the carrying charge ever since, which is consistent with his reading of a regime operating at permanently impaired marketability. His stronger claim did not come to pass: he expected backwardation to become permanent and the gold futures market to fail with it, and gold has returned to contango repeatedly in the years since. The half-life was long. It was not infinite. 5

What this framework predicts

Three predictions follow from the decay function framework that are non-trivial relative to standard finance models.

First: as a crisis unfolds, marketability will decay from the most derivative end of the spectrum inward, not uniformly across the market. The first instruments to lose saleability in any stress episode will be those most distant from their underlying physical claims. The 2008 evidence is suggestive: the synthetic subprime indices repriced well before the cash bonds did. But that case has to be argued carefully, because the ABX indices were for a time the only subprime exposure trading in a visible market at all, so their leading the move is partly an artifact of where prices were observable rather than pure marketability decay 6.

The 2020 evidence cuts the other way and the framework has to own it. Fixed-income ETFs did dislocate from NAV. But the defining event of March 2020 was dysfunction in the U.S. Treasury market itself — the instrument at the near end of the spectrum, the one with the lowest nn — as a dash for cash produced indiscriminate selling of the safest asset in the system and required unprecedented Fed intervention to absorb. A framework predicting that decay proceeds from the derivative end inward does not straightforwardly accommodate that. The honest reading is that the ordering holds within a stress episode driven by credit, and breaks down in one driven by a scramble for settlement balances, where even the most marketable instrument is sold precisely because it is the one that can be sold. That boundary condition is a live problem for the framework rather than a detail. 7

Second: the order in which instruments lose saleability in a future crisis can be partially pre-computed from their current nn and estimated λ\lambda. Instruments with high nn and high λ\lambda are the canaries; they will show marketability decay first. A composite Mengerian stress indicator built from the five proxies above, weighted by estimated λ\lambda, would have led most modern crises by several weeks.

Third: central bank interventions that inject liquidity without addressing the underlying marketability impairment will produce a characteristic signature in the data: the liquidity-sensitive spreads will compress while the marketability-sensitive spreads remain elevated. This is the signature of what Fekete treated as a merely apparent resolution — the phrase is a paraphrase of his position rather than a quotation of it. It is precisely what has occurred repeatedly since 2008. Each QE cycle compresses liquidity spreads to zero while leaving the Fekete-style marketability spreads — the paper-physical premium in gold, the FX basis, the off-the-run Treasury spread — quietly elevated. The Federal Reserve can manufacture liquidity. It cannot manufacture marketability.

Why this matters now

The utility of this framework is not academic. In an environment where petrodollar saleability is gradually eroding, where central banks have been buying gold at the fastest rate since 1950 rather than selling it — above a thousand tonnes a year in 2022, 2023 and 2024, and 863 tonnes in 2025 — where algorithmic trading concentrates liquidity provision into a handful of firms, and where the cryptographic substrate under every digital claim faces a long-dated but non-trivial technology threat — the question of which instruments retain marketability under stress is a first-order question for every allocator of capital on earth. 8

The decay function framework does not answer that question. It reformulates it in a computable form. The next step — which I will begin in a forthcoming essay focused on the cryptographic dimension of marketability — is to assemble the actual dashboard and begin tracking the signals in real time.

Menger gave us the insight that money is the most saleable good. Fekete gave us the first tool for measuring saleability in a single market. The work of building the general measurement apparatus is what remains. It is the central open problem of the New Austrian Economics, and it is overdue.


Next in this series: how open market operations — dated by Fekete to 1922, and on his contested reading introduced in violation of the Federal Reserve Act, now automated through algorithmic trading — convert the decay function into a closed-loop mechanism for systemic capital destruction.


Sources

Footnotes

  1. Menger, Carl. "On the Origin of Money." Economic Journal 2, 1892. https://monadnock.net/menger/money.html — Section V for the determinants of saleableness.

  2. Fekete, Antal E. Backwardation That Shook the World, 2008. https://professorfekete.com/articles/AEFBackwardation.pdf — His method is the asked price of the nearby futures less the bid for spot gold, with "the carrying charge… the upper bound of the range within which the gold basis can vary.".

  3. Fekete, Antal E. The Rise and Fall of the Gold Basis. https://www.professorfekete.com/articles/AEFTheRiseAndFallOfTheGoldBasis.pdf — The 1971 Winnipeg seat, the falling basis as "a measure of the vanishing of gold into private hoards," and his own ordering of goods from agricultural to monetary. Sandeep Jaitly extended the basis into warehousing theory; on Fekete's development of Absatzfähigkeit see https://mises.org/mises-wire/antal-fekete-gold-and-central-banks.

  4. SEC Fixed Income Market Structure Advisory Committee. Pricing and Liquidity of Fixed Income ETFs in the Covid-19 Crisis of 2020. https://www.sec.gov/spotlight/fixed-income-advisory-committee/100520-sec-conference-bond-etf-behavior-during-covid-volatility.pdf — The largest investment-grade corporate bond ETF closed ~4.5% below fair value.

  5. Fekete, Backwardation That Shook the World — Gold entered backwardation 2 December 2008 and "got stuck there"; "the shrill sound of the fire-alarm indicating that the house of the international monetary system is on fire." His terminal prediction of permanent backwardation has not arrived.

  6. Gorton, Gary. Information, Liquidity, and the (Ongoing) Panic of 2007. http://depot.som.yale.edu/icf/papers/fileuploads/2372/original/08-24.pdf — The ABX indices were for a period the only transparently traded subprime exposure. See also the Atlanta Fed on ABX dynamics: https://www.atlantafed.org/-/media/documents/news/conferences/2017/1201-real-estate-industry-forum/papers/Market%20Dynamics_20171128.pdf.

  7. Inter-Agency Working Group on Treasury Market Surveillance. Recent Disruptions and Potential Reforms in the U.S. Treasury Market. https://home.treasury.gov/system/files/136/IAWG-Treasury-Report.pdf — March 2020 dysfunction at the near end of the spectrum: ~$400bn of foreign official sales and an estimated $35–173bn of basis-trade unwinds. See also https://www.congress.gov/crs-product/R48734.

  8. World Gold Council. Central bank research. https://www.gold.org/goldhub/research/central-banks — Net purchases above 1,000 tonnes in 2022, 2023 and 2024, and 863 tonnes in 2025. On repo haircuts and the cross-currency basis: https://www.newyorkfed.org/data-and-statistics/data-visualization/tri-party-repo and Du, Tepper and Verdelhan, "Deviations from Covered Interest Rate Parity," Journal of Finance 73(3), 2018, https://www.jstor.org/stable/26653247.

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