Richard C. Stapleton’s research while affiliated with University of Manchester and other places

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Publications (88)


Downside Risk Aversion and the Downside Risk Premium: Downside Risk Premium
  • Article

February 2018

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64 Reads

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4 Citations

Journal of Risk & Insurance

Richard C. Stapleton

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Qi Zeng

We search for a definition of the downside risk premium analogous to the Pratt–Arrow definition of the risk premium. However, even in the local analysis difficulties arise. To overcome these, we propose a definition based on the difference between two gambles. Further, a global analysis reveals that higher-order terms affect the downside risk premium and these cannot be ignored. We show that all five measures of the intensity of downside risk aversion that have been suggested are invalid in the case of the global analysis.


Higher-order risk vulnerability
  • Article
  • Publisher preview available

February 2017

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40 Reads

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5 Citations

Economic Theory

We add an independent unfair background risk to higher-order risk-taking models in the current literature and examine its interaction with the main risk under consideration. Parallel to the well-known concept of risk vulnerability, which is defined by Gollier and Pratt (Econometrica 64:1109–1123, 1996), an agent is said to have a type of higher-order risk vulnerability if adding an independent unfair background risk to wealth raises his level of this type of higher-order risk aversion. We derive necessary and sufficient conditions for all types of higher-order risk vulnerabilities and explain their behavioral implications. We find that as in the case of risk vulnerability, all familiar HARA utility functions have all types of higher-order risk vulnerabilities except for a type of third-order risk vulnerability corresponding to a downside risk aversion measure called the Schwarzian derivative.

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The utility premium of Friedman and Savage, comparative risk aversion, and comparative prudence

September 2015

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21 Reads

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5 Citations

Economics Letters

We show that the utility premium of Friedman and Savage can be used to explain comparative risk aversion and comparative prudence. More precisely, we show that the greater the risk aversion measure, the greater a risk’s utility premium normalized by the marginal utility and that the greater the prudence measure, the greater the utility premium for disaggregating a certain loss of wealth and a zero-mean risk normalized by the utility function’s second derivative.


Cautiousness, Skewness Preference, and the Demand for Options

September 2013

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44 Reads

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9 Citations

European Finance Review

In this article we establish cautiousness as a new downside risk aversion measure, using a portfolio problem with a risk-free bond, a stock, and an option. We show that, an investor has higher cautiousness (i) if and only if she is always more likely to buy the option; and (ii) if and only if she always demands more options per share. As an option’s payoff is a convex function, increasing positions in the option increases the convexity of a portfolio, which leads to an increase in skewness. Thus the results in this article establish the link between cautiousness and skewness preference.


Risk-Taking-Neutral Background Risk

January 2013

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104 Reads

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6 Citations

Journal of Risk & Insurance

We define a class of risk-taking-neutral (RTN) background risks. These background risks have the property that they will not alter decisions made with respect to another risk, for individuals with HARA utility. If we wish to compare a decision made with and without some exogenous background risk, it is often easier to compare the decision made to one made with a RTN background risk. We use this methodology to prove and extend a well-known theorem about dynamic investment strategy, due to Mossin (1968a). We also use this methodology to analyze investment behavior in the presence of an income tax as well as to analyze investment behavior in the presence of particular types of background risks.



Cautiousness and Skewness Preferences in a More General Context

December 2012

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7 Reads

SSRN Electronic Journal

Huang and Stapleton (2012) characterize cautiousness as a measure of skewness preferences using a simple portfolio problem with a risk-free bond, a stock, and an option on the stock. In this paper, we explain the link between cautiousness and skewness preferences in a more general context where agents face two risks with one of them being a convex (or concave) function of the other.


Cautiousness in the Small and in the Large

October 2012

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7 Reads

SSRN Electronic Journal

In this paper we propose a new downside risk aversion measure, which is called cautiousness in the literature. Using a simple portfolio problem with a risk-free bond, a stock, and an option on the stock, we show that, an agent has higher cautiousness (i) if and only if she is always more likely to buy the option, (ii) if and only if she always demands more options per share. As an option's payoff is a convex function of the underlying stock price, increasing positions in the option increases the convexity of a portfolio's payoff and results in a strong increase in skewness which is defined by Van Zwet (Van Zwet, W. R. (1964). Convex Transformations of Random Variables, Mathematical Centre Tracts 7, Mathematisch Centrum, Amsterdam) and Chiu (Chiu, W. H. (2005). Skewness Preference, Risk Aversion, and the Precedence Relations on Stochastic Changes, Management Science 12, 1816-1828).


The Choice between a Stock and a Corporate Bond: Risk Aversion or Downside Risk Aversion?

October 2012

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20 Reads

SSRN Electronic Journal

Should you buy a stock or a corporate bond? A common belief is that the Pratt-Arrow risk aversion measure gives the answer: a more risk averse investor will prefer more a corporate bond to a stock. However, this is not always true. In a simple portfolio problem with a riskless bond, a stock and a corporate bond from a firm, we show that, it is not the risk aversion measure but a downside risk aversion measure called cautiousness which gives the answer to the question: a more cautious investor will prefer more a stock to a corporate bond. While in some cases downside risk aversion agrees with risk aversion, in some other cases it does not.


Figure 2: General Case  
Background Risk and Trading in a Full-Information Rational Expectations Economy

January 2012

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75 Reads

In this paper, we assume that investors have the same information, buttrade due to the evolution of their non-market wealth. In ourformulation, investors rebalance their portfolios in response to changesin their expected non-market wealth, and hence trade. We assume anincomplete market in which risky non-market wealth is non-hedgeable andindependent of market risk, and thus represents an additive backgroundrisk. Investors who experience positive shocks to their expected wealthbuy more stocks from those who experience less positive shocks. Theextent of trading depends on the heterogeneity of the shocks to theexpected background risk across the agents. The demands of the twoagents are convex or concave in the state of the economy, whichjustifies trading in the aggregate assets and contingent claims.


Citations (54)


... However, to get the numerical value from the integral form, one uses numerical integration [47,24] which can be sped up using FFTs. There are also approximation results [25,82,138,69] based on repeated Richardson extrapolation [96,97] and FFT for numerical integration in American options. However, even if the extrapolation is repeated only for a constant number of times for an option that expires in days, the approximation takes Ω ∆ log time when grid points are used to discretize the price of the underlying asset and ∆ exercise points are placed with every pair of consecutive exercise points being ∆ days apart. ...

Reference:

Fast Option Pricing using Nonlinear Stencils
Richardson Extrapolation Techniques for the Pricing of American-Style Options
  • Citing Article
  • January 2002

SSRN Electronic Journal

... It amounts to the risk premium, defined as the difference between expected wealth and the (lower) certainty equivalent of wealth (Schlesinger and Venezian 1986;Zweifel et al. 2021, chapter 2). Evidently, the risk premium increases with the individual's degree of risk aversion; however, the precise relationship depends on the higher-order moments of the wealth distribution (Stapleton and Zeng 2018). The expected net present value of the benefits now includes the risk premium denoted by π k > 0, reflecting the individual's benefit of getting rid of the risk completely by paying the fair competitive premium P I for k periods. ...

Downside Risk Aversion and the Downside Risk Premium: Downside Risk Premium
  • Citing Article
  • February 2018

Journal of Risk & Insurance

... Proposition 2 is formulated in terms of t and t . Keenan and Snow (2009) provide a justification for interpreting t ≥ 0 as a measure of greater downside risk aversion in the large but other measures have been proposed in the literature, see Huang and Stapleton (2017). Here is an overview. ...

Higher-order risk vulnerability

Economic Theory

... To circumvent this difficulty, Crainich and Eeckhoudt (2008) introduced the monetary utility premium-the utility premium divided by the marginal utility. Li et al. (2014) and Huang and Stapleton (2015) have used the monetary utility premium to derive comparative risk aversion results. In this paper, we do not address interpersonal comparisons of loss of welfare. ...

The utility premium of Friedman and Savage, comparative risk aversion, and comparative prudence
  • Citing Article
  • September 2015

Economics Letters

... This is based on the observation that the exercise boundary of standard American put options has a shape similar to that of an exponential function. Omberg 1987 andSubrahmanyam 1994;1997b use a single-piece exponential function to approximate the exercise boundary. Ju 1998 uses a multi-piece exponential MPE function approximation and also utilizes the integral representation of the early exercise premium. ...

The Valuation of American-Style Options on Bonds

... The findings motivate the consideration of parametric preference changes, for which more specific results are obtained. 2 I also compare my results against alternative measures of downside risk aversion (see Chiu 2005b;Huang and Stapleton 2014;Modica and Scarsini 2005;Snow 2012, 2009) and discuss parametric classes of utility functions for illustration. ...

Cautiousness, Skewness Preference, and the Demand for Options
  • Citing Article
  • September 2013

European Finance Review

... The role of idiosyncratic risk in asset pricing has been studied in the literature to some extent. Most theoretical works have been focused on the effect of idiosyncratic (or uninsurable) income risk on asset pricing (see for example, Heaton and Lucas (1996), Thaler (1994), Aiyagari (1994, Lucas (1994), Telmer (1993), Franke, Stapleton, and Subrahmanyam (1992), and Kahn (1990)). Based on assumptions similar to ours, Levy (1978) derived a modified CAPM that revealed possible bias in the beta estimator as well as a possible role for idiosyncratic risk. ...

"IDIOSYNCRATIC RISK, SHARING RULES AND THE THEORY OF RISK BEARING"

... In the past two decades, many scholars have conducted in-depth research on numerical methods for pricing bond options, such as the lattice method, finite difference method, finite element method, and so on for the valuation of American bond options, for instance, [18][19][20][21][22][23]. ...

The valuation of American options on bonds

Journal of Banking & Finance

S. Mohren

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A. Heintz

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T.S. Ho

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[...]

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... The literature on PFO options is limited. Related research includes Lieu (1990), Duffie & Stanton (1992), Chen & Scott (1993), Twite (1996), Satchell, Stapleton & Subrahmanyam (1997), Frey & Sommer (1998), and White (1999). The seminal paper is Lieu (1990). ...

The Pricing of Marked‐to‐Market Contingent Claims in a No‐Arbitrage Economy

Australian Journal of Management