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Asset pricing

Asset pricing is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Asset pricing rather than just read about it. In short: In financial economics, asset pricing refers to the formal development of the principles used in pricing, together with the resultant models. The treatment inheres the interrelated paradigms of general equilibrium asset pricing and rational asset pricing, the latter corresponding to risk neutral pricing.

Key takeaways

  • Asset pricing belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Asset pricing to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Asset pricing from memory before moving on to harder problems.

Reference excerpt

In financial economics, asset pricing refers to the formal development of the principles used in pricing, together with the resultant models. The treatment inheres the interrelated paradigms of general equilibrium asset pricing and rational asset pricing, the latter corresponding to risk neutral pricing. Investment theory, which is near synonymous, encompasses the body of knowledge used to support the decision-making process of choosing investments, and the asset pricing models are then applied in determining the asset-specific required rate of return on the investment in question, and for hedging.

General equilibrium asset pricing Under general equilibrium theory prices are determined through market pricing by supply and demand. Here asset prices jointly satisfy the requirement that the quantities of each asset supplied and the quantities demanded must be equal at that price - so called market clearing. These models are born out of modern portfolio theory, with the capital asset pricing model (CAPM) as the prototypical result. Prices here are determined with reference to macroeconomic variables–for the CAPM, the "overall market"; for the CCAPM, overall wealth– such that individual preferences are subsumed. These models aim at modeling the statistically derived probability distribution of the market prices of "all" securities at a given future investment horizon; they are thus of "large dimension". See § Risk and portfolio management: the P world under Mathematical finance. General equilibrium pricing is then used when evaluating diverse portfolios, creating one asset price for many assets. Calculating an investment or share value here, entails: (i) a financial forecast for the business or project in question; (ii) where the output cashflows are then discounted at the rate returned by the model selected; this rate in turn reflecting the "riskiness" - i.e. the idiosyncratic, or undiversifiable risk - of these cashflows; (iii) these present values are then aggregated, returning the value in question. See: Financial modeling § Accounting, and Valuation using discounted cash flows. (Note that an alternate, although less common approach, is to apply a "fundamental valuation" method, such as the T-model, which instead relies on accounting information, attempting to model return based on the company's expected financial performance.)

Rational pricing Under Rational pricing, derivative prices are calculated such that they are arbitrage-free with respect to more fundamental (equilibrium determined) securities prices; for an overview of the logic see Rational pricing § Pricing derivatives. In general this approach does not group assets but rather creates a unique risk price for each asset; these models are then of "low dimension". For further discussion, see § Derivatives pricing: the Q world under Mathematical finance. Calculating option prices, and their "Greeks", i.e. sensitivities, combines: (i) a model of the underlying price behavior, or "process" - i.e. the asset pricing model selected, with its parameters having been calibrated to observed prices; and (ii) a mathematical method which returns the premium (or sensitivity) as the expected value of option payoffs over the range of prices of the underlying. See Valuation of options § Pricing models. The classical model here is Black–Scholes which describes the dynamics of a market including derivatives (with its option pricing formula); leading more generally to martingale pricing, as well as the above listed models. Black–Scholes assumes a log-normal process; the other models will, for example, incorporate features such as mean reversion, or will be "volatility surface aware", applying local volatility or stochastic volatility. Rational pricing is also applied to fixed income instruments such as bonds (that consist of just one asset), as well as to interest rate modeling in general, where yield curves must be arbitrage free with respect to the prices of individual instruments. See Rational pricing § Fixed-income securities, as well as Bootstrapping (finance) and Multi-curve framework. For discussion as to how the models listed above are applied to options on these instruments, and other interest rate derivatives, see short-rate model and Heath–Jarrow–Morton framework.

Interrelationship

These principles are interrelated

through the fundamental theorem of asset pricing. Here, "in the absence of arbitrage, the market imposes a probability distribution, called a risk-neutral or equilibrium measure, on the set of possible market scenarios, and... this probability measure determines market prices via discounted expectation". Correspondingly, this essentially means that one may make financial decisions using the risk neutral probability distribution consistent with (i.e. solved for) observed equilibrium prices. See Financial economics § Arbitrage-free pricing and equilibrium. Relatedly, both approaches are consistent with what is called the Arrow–Debreu theory. Here models can be derived as a function of "state prices" - contracts that pay one unit of a numeraire (a currency or a commodity) if a particular state occurs at a particular time, and zero otherwise. The approach taken is to recognize that since the price of a security can be returned as a linear combination of its state prices (contingent claim analysis) so, conversely, pricing- or return-models can be backed-out, given state prices.

The CAPM, for example, can be derived by linking risk aversion to overall market return, and restating for price. Black-Scholes can be derived by attaching a binomial probability to each of numerous possible spot-prices (i.e. states) and then rearranging for the terms in its formula. See Financial economics § Uncertainty.

See also List of financial economics articles Outline of finance § Asset pricing theory Outline of finance § Portfolio theory

References

Worked examples

Example 1 — a first encounter with Asset pricing

Start with the simplest possible case. Write down what Asset pricing claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Asset pricing before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Asset pricing ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Asset pricing

In research
Asset pricing appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Asset pricing in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Asset pricing is common in secondary-school and first-year university syllabi. It links to neighbouring topics Asset, Finance theories, Financial economics, so understanding it makes those chapters shorter.
In everyday life
Look for Asset pricing outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Asset pricing in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Asset pricing means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Asset pricing out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Asset pricing in simple terms?

In financial economics, asset pricing refers to the formal development of the principles used in pricing, together with the resultant models. The treatment inheres the interrelated paradigms of general equilibrium asset pricing and rational asset pricing, the latter corresponding to risk neutral pr…

Why does Asset pricing matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Asset pricing?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Asset pricing.

Tags

  • Asset
  • Finance theories
  • Financial economics
  • Financial models
  • Pricing

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