Fundamental theorem of asset pricing Created 2026-09-24 Updated 2026-11-05
In a finite-state, finite-horizon financial market with frictionless trading, a strictly positive bank account , and unrestricted predictable self-financing strategies, absence of arbitrage is equivalent to existence of an equivalent martingale measure . Discounted asset prices must be martingales under . Equivalence means that and the physical probability measure have the same null events; it does not mean their probabilities agree.[ref]
One direction follows immediately: a zero-cost self-financing gain has zero discounted expectation under , so it cannot be nonnegative everywhere and positive with positive probability. Conversely, Hahn-Banach separation theorem produces strictly positive Arrow state prices annihilating the attainable zero-cost gains; normalizing by the bank account gives . The more general infinite-state and continuous-time statements require attention to closure and admissibility.
With trivial initial information and terminal information equal to the chosen final sigma-algebra, a finite arbitrage-free market is a complete market exactly when is unique. Every terminal contingent claim is then replicable, with value .[ref]
For example, take , , and terminal stock prices and . The martingale equation forces both -probabilities to be . A strike-one call option pays zero or , so its price is . Holding half a share and borrowing replicates those two payoffs. The physical up probability could instead be : the pricing weights express attainable-payoff consistency, rather than a forecast of frequencies.
Josef Teichmann 2026-11-05
Josef Teichmann authored lectures on the fundamental theorem of asset pricing. The notes connect no-arbitrage, equivalent local martingale measures and replication, including a finite-state convex-geometric argument. This explains why a collection of quoted prices can be consistent precisely when an appropriate positive pricing measure exists under the theorem's hypotheses.[ref]
Positive regression deflator in a complete finite market Created 2026-10-06 Updated 2026-11-05
Consider an arbitrage-free complete finite-state market with traded assets, strictly positive physical probabilities on all successor states, and conditional second-moment matrix
positive definite. Completeness permits at most successors from each parent atom, while positive definiteness forces at least independent successor price vectors. Thus there are exactly .
The fundamental theorem of asset pricing supplies strictly positive one-step state prices. If their vector is , their physical probabilities are , and the independent successor price vectors are the columns of , then and . Consequently
These unique ratios satisfy . Their successive product is a martingale deflator. The no-arbitrage hypothesis is essential: completeness and an invertible second-moment matrix alone do not make the regression expression positive.[ref]