In
financial economics
Financial economics is the branch of economics characterized by a "concentration on monetary activities", in which "money of one type or another is likely to appear on ''both sides'' of a trade".William F. Sharpe"Financial Economics", in
Its co ...
, asset pricing refers to a formal treatment and development of two interrelated
pricing principles,
outlined below, together with the resultant models. There have been many models developed for different situations, but correspondingly, these stem from either
general equilibrium asset pricing or
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
In psychology, decision-making (also spelled decision making and decisionmaking) is regarded as the Cognition, cognitive process resulting in the selection of a belief or a course of action among several possible alternative options. It could be ...
process of choosing
investment
Investment is traditionally defined as the "commitment of resources into something expected to gain value over time". If an investment involves money, then it can be defined as a "commitment of money to receive more money later". From a broade ...
s, 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
In economics, general equilibrium theory attempts to explain the behavior of supply, demand, and prices in a whole economy with several or many interacting markets, by seeking to prove that the interaction of demand and supply will result in an ov ...
prices are determined through
market pricing by
supply and demand
In microeconomics, supply and demand is an economic model of price determination in a Market (economics), market. It postulates that, Ceteris_paribus#Applications, holding all else equal, the unit price for a particular Good (economics), good ...
.
[See, e.g., Tim Bollerslev (2019)]
"Risk and Return in Equilibrium: The Capital Asset Pricing Model (CAPM)"
/ref>
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
In economics, market clearing is the process by which, in an economic market, the supply of whatever is traded is equated to the demand so that there is no excess supply or demand, ensuring that there is neither a surplus nor a shortage. The new ...
. These models are born out of modern portfolio theory
Modern portfolio theory (MPT), or mean-variance analysis, is a mathematical framework for assembling a portfolio of assets such that the expected return is maximized for a given level of risk. It is a formalization and extension of Diversificatio ...
, with the capital asset pricing model
In finance, the capital asset pricing model (CAPM) is a model used to determine a theoretically appropriate required rate of return of an asset, to make decisions about adding assets to a Diversification (finance), well-diversified Portfolio (f ...
(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
In probability theory and statistics, a probability distribution is a Function (mathematics), function that gives the probabilities of occurrence of possible events for an Experiment (probability theory), experiment. It is a mathematical descri ...
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
Mathematical finance, also known as quantitative finance and financial mathematics, is a field of applied mathematics, concerned with mathematical modeling in the financial field.
In general, there exist two separate branches of finance that req ...
. 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
A financial forecast is an estimate of future financial outcomes for a company or project, usually applied in budgeting, capital budgeting and/or valuation. Depending on context, the term may also refer to listed company (quarterly) earnings gui ...
for the business or project in question;
(ii) where the output cashflows are then discounted
In finance, discounting is a mechanism in which a debtor obtains the right to delay payments to a creditor, for a defined period of time, in exchange for a charge or fee.See "Time Value", "Discount", "Discount Yield", "Compound Interest", "Effi ...
at the rate returned by the model selected; this rate in turn reflecting the "riskiness" - i.e. the idiosyncratic
An idiosyncrasy is a unique feature of something. The term is often used to express peculiarity.
Etymology
The term "idiosyncrasy" originates from Greek ', "a peculiar temperament, habit of body" (from ', "one's own", ', "with" and ', "blend ...
, or undiversifiable risk - of these cashflows;
(iii) these present values are then aggregated, returning the value in question.
See: , 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
Rational pricing is the assumption in financial economics that asset prices – and hence asset pricing models – will reflect the arbitrage-free price of the asset as any deviation from this price will be "arbitraged away". This assu ...
, derivative prices are calculated such that they are arbitrage
Arbitrage (, ) is the practice of taking advantage of a difference in prices in two or more marketsstriking a combination of matching deals to capitalize on the difference, the profit being the difference between the market prices at which th ...
-free with respect to more fundamental (equilibrium determined) securities prices;
for an overview of the logic see .
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
A process is a series or set of activities that interact to produce a result; it may occur once-only or be recurrent or periodic.
Things called a process include:
Business and management
* Business process, activities that produce a specific s ...
" - 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
In probability theory, the expected value (also called expectation, expectancy, expectation operator, mathematical expectation, mean, expectation value, or first Moment (mathematics), moment) is a generalization of the weighted average. Informa ...
of option payoffs over the range of prices of the underlying.
See .
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
Volatility smiles are implied volatility patterns that arise in pricing financial options. It is a parameter (implied volatility) that is needed to be modified for the Black–Scholes formula to fit market prices. In particular for a given ex ...
aware", applying local volatility
A local volatility model, in mathematical finance and financial engineering, is an option pricing model that treats Volatility (finance), volatility as a function of both the current asset level S_t and of time t . As such, it is a generalisati ...
or stochastic volatility
In statistics, stochastic volatility models are those in which the variance of a stochastic process is itself randomly distributed. They are used in the field of mathematical finance to evaluate derivative securities, such as options. The name ...
.
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 , Bootstrapping (finance)
In finance, bootstrapping is a method for constructing a ( zero-coupon) fixed-income yield curve from the prices of a set of coupon-bearing products, e.g. bonds and swaps.
A ''bootstrapped curve'', correspondingly, is one where the prices of the ...
, and Multi-curve framework
In finance, an interest rate swap (finance), swap (IRS) is an interest rate derivative, interest rate derivative (IRD). It involves exchange of interest rates between two parties. In particular it is a Interest rate derivative#Linear and non-linear ...
.
For discussion as to how the models listed above are applied to options on these instruments, and other interest rate derivative
In finance, an interest rate derivative (IRD) is a derivative whose payments are determined through calculation techniques where the underlying benchmark product is an interest rate, or set of different interest rates. There are a multitude of dif ...
s, see short-rate model
A short-rate model, in the context of interest rate derivatives, is a mathematical model that describes the future evolution of interest rates by describing the future evolution of the short rate, usually written r_t \,.
The short rate
Under a sh ...
and Heath–Jarrow–Morton framework
The Heath–Jarrow–Morton (HJM) framework is a general framework to model the evolution of interest rate curves – instantaneous forward rate curves in particular (as opposed to simple forward rates). When the volatility and drift of the ...
.
Interrelationship
These principles are interrelated
[ ]
through the fundamental theorem of asset pricing
The fundamental theorems of asset pricing (also: of arbitrage, of finance), in both financial economics and mathematical finance, provide necessary and sufficient conditions for a market to be arbitrage-free, and for a market to be complete. An a ...
.
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 .
Relatedly, both approaches are consistent Mark Rubinstein
Mark Edward Rubinstein (June 8, 1944 – May 9, 2019) was a leading financial economics, financial economist and financial engineering, financial engineer. He was Paul Stephens Professor of Applied Investment Analysis at the Haas School of Busine ...
(2005). "Great Moments in Financial Economics: IV. The Fundamental Theore
Part I
, '' Journal of Investment Management'', Vol. 3, No. 4, Fourth Quarter 2005;
~ (2006)
Part II
Vol. 4, No. 1, First Quarter 2006. 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.
[ Edwin H. Neave and Frank J. Fabozzi (2012). Introduction to Contingent Claims Analysis, in Encyclopedia of Financial Models, Frank Fabozzi ed. Wiley (2012)]
[Bhupinder Bahra (1997)]
Risk-neutral probability density functions from option prices: theory and application
Bank of England
The Bank of England is the central bank of the United Kingdom and the model on which most modern central banks have been based. Established in 1694 to act as the Kingdom of England, English Government's banker and debt manager, and still one ...
The CAPM, for example, can be derived by linking risk aversion
In economics and finance, risk aversion is the tendency of people to prefer outcomes with low uncertainty to those outcomes with high uncertainty, even if the average outcome of the latter is equal to or higher in monetary value than the more c ...
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 .
See also
* List of financial economics articles
*
*
References
{{Reflist
Financial economics
Asset
Pricing
Financial models
Finance theories