Principles of Finance Lecture 5: Utility Theory
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Questions and Answers

What is the end-of-period wealth for investment 1 if the investor gains $10?

The end-of-period wealth for investment 1 would be $2010.

What is the expected utility for investment 2 given its probabilities and outcomes?

The expected utility for investment 2 is approximately 7.601.

What is the Pratt-Arrow risk premium for investment 1?

The Pratt-Arrow risk premium for investment 1 is $0.

Calculate the expected wealth for investment 2 considering the probabilities and outcomes.

<p>The expected wealth for investment 2 is $1750.</p> Signup and view all the answers

What key difference exists between the Pratt-Arrow risk premium and Markowitz's risk premium?

<p>The Pratt-Arrow risk premium focuses on utility while the Markowitz risk premium considers mean and variance.</p> Signup and view all the answers

What is the variance of end-of-period wealth used for in investor choice theory?

<p>The variance of end-of-period wealth is used to measure the risk associated with investment outcomes.</p> Signup and view all the answers

What does the term 'stochastic dominance' refer to in investor choice theory?

<p>Stochastic dominance refers to a situation where one investment is preferred over another under uncertainty.</p> Signup and view all the answers

How does the normality assumption simplify decision-making for investors?

<p>The normality assumption simplifies decision-making by allowing the use of mean and variance for investment analysis.</p> Signup and view all the answers

What is the formula for the Pratt-Arrow measure of a local risk premium?

<p>The formula is $π = \frac{σ_{Z}^2}{2}U''(W) - U(W)$.</p> Signup and view all the answers

Define Absolute Risk Aversion (ARA).

<p>ARA is defined as $ARA = -\frac{U''(W)}{U'(W)}$.</p> Signup and view all the answers

What does Relative Risk Aversion (RRA) measure?

<p>RRA measures the level of risk aversion relative to wealth, defined as $RRA = -\frac{U''(W)}{W U'(W)}$.</p> Signup and view all the answers

For a power utility function $U(W) = -W^{-α}$, what can be inferred about ARA and RRA?

<p>Both ARA and RRA are constant in $W$ for power utility functions.</p> Signup and view all the answers

Given the logarithmic utility function $U(W) = \ln(W)$, how do ARA and RRA behave?

<p>ARA decreases and RRA is constant as $W$ increases.</p> Signup and view all the answers

What does the expected utility formula represent in terms of wealth?

<p>It represents the expected wealth at the end of a period, considering the risk profile of the investor.</p> Signup and view all the answers

How do utility functions differ among individuals?

<p>Utility functions are specific to individuals but changes in marginal utility can be compared across them.</p> Signup and view all the answers

Explain how uncertainty impacts rational decision-making in investment.

<p>Uncertainty requires investors to assess risk, influencing their choice based on expected utility.</p> Signup and view all the answers

What is the relationship between the local risk premium and investor choice?

<p>The local risk premium affects how investors value risky assets and their willingness to take on risk.</p> Signup and view all the answers

Define a risk-averse investor.

<p>A risk-averse investor dislikes risk and seeks compensation for taking it.</p> Signup and view all the answers

What role does the uncertainty of returns play in the investor's judgment?

<p>Uncertainty of returns compels investors to evaluate potential risks versus returns in their decisions.</p> Signup and view all the answers

What is characteristic of a risk-neutral investor's decision-making process?

<p>A risk-neutral investor makes decisions solely based on expected end-of-period wealth, ignoring risk.</p> Signup and view all the answers

What motivates a risk lover in investing?

<p>A risk lover enjoys taking risks and seeks compensation for avoiding risk.</p> Signup and view all the answers

How can we express the expected utility of end-of-period wealth mathematically?

<p>The expected utility can be expressed as $E[U(W)] = \sum_{i} p_i U(W_i)$, where $p_i$ is the probability of wealth $W_i$.</p> Signup and view all the answers

In the context of a fair gamble, what factors influence an investor's decision to invest or not?

<p>An investor's initial wealth and their risk profile significantly influence the decision to invest.</p> Signup and view all the answers

What is the role of risk attitude in rational decision making under uncertainty?

<p>Risk attitude determines how an individual evaluates potential decisions amidst uncertainty, influencing their choices.</p> Signup and view all the answers

How does a risk-averse investor typically respond to uncertain outcomes?

<p>A risk-averse investor prefers to avoid risk and will often choose a guaranteed outcome over uncertain potential gains.</p> Signup and view all the answers

What is meant by 'certainty equivalent wealth' in investment choices?

<p>Certainty equivalent wealth refers to the guaranteed amount of wealth an investor would accept instead of taking a risk with uncertain outcomes.</p> Signup and view all the answers

What characterizes a risk-loving investor's utility function?

<p>A risk-loving investor has a convex utility function, indicating they derive higher utility from risky choices compared to certain outcomes.</p> Signup and view all the answers

How does the expected utility differ for a risk-neutral investor?

<p>For a risk-neutral investor, the expected utility equals the utility of the expected wealth, as their utility function is linear.</p> Signup and view all the answers

What does the risk premium represent in investment decisions?

<p>The risk premium represents the difference between the expected wealth and the certainty equivalent wealth.</p> Signup and view all the answers

In the provided investment scenario, what does it mean when expected end-of-period wealth is equal for both alternatives?

<p>It means that, on average, both investment options provide the same amount of wealth at the end of the period, but not necessarily the same level of utility.</p> Signup and view all the answers

What is the relationship between expected wealth and utility for risk-averse investors?

<p>Risk-averse investors typically find that the expected utility of a certain outcome is greater than the utility of expected wealth, indicating they value certainty more.</p> Signup and view all the answers

Describe how attitudes towards risk can influence investment choices.

<p>Attitudes towards risk can significantly affect investment choices, with risk-averse investors favoring safer options, while risk-tolerant investors may seek higher returns through riskier investments.</p> Signup and view all the answers

In the context of normally distributed random variables, what two parameters fully describe a normal distribution?

<p>The mean and variance.</p> Signup and view all the answers

How is the expected return $RÌ„$ defined in terms of asset returns?

<p>It is defined as $E(R) = rac{E(W_f) - W_0}{W_0}$.</p> Signup and view all the answers

What is the relationship between end-of-period wealth and returns under the normality assumption?

<p>Returns, $R$, can be expressed as $R = rac{W_f - W_0}{W_0}$, where $W_f$ is the end-of-period wealth.</p> Signup and view all the answers

What does the variance of returns, $ heta_R^2$, represent?

<p>It represents the variability or risk of asset returns.</p> Signup and view all the answers

What does it mean when we say returns are normally distributed, denoted as $R ∼ N(R̄, heta_R^2)$?

<p>It means that returns follow a normal distribution characterized by mean $RÌ„$ and variance $ heta_R^2$.</p> Signup and view all the answers

Explain the implication of rational decision-making based solely on mean and variance in investment contexts.

<p>It implies that investors make decisions based on expected return and risk, ignoring other factors.</p> Signup and view all the answers

What formula represents the calculation for the variance of returns using end-of-period wealth?

<p>The variance of returns is calculated as $ heta_R^2 = E[(R - E(R))^2]$.</p> Signup and view all the answers

In the equation for expected return, what does $W_0$ represent?

<p>It represents the initial wealth at the beginning of the investment period.</p> Signup and view all the answers

What significance does the mean, $ar{W}$, hold in investment decision-making?

<p>The mean represents the average expected wealth at the end of the investment horizon.</p> Signup and view all the answers

How do you express the variance of wealth, $ heta_W^2$, in terms of expected wealth?

<p>It can be expressed as $ heta_W^2 = E[W_f^2] - (E[W_f])^2$.</p> Signup and view all the answers

What are the two key definitions of risk aversion introduced by Pratt and Arrow?

<p>Absolute risk aversion and relative risk aversion.</p> Signup and view all the answers

If an investor's utility function is defined as U(W) = W^2, how would they generally respond to a risky investment?

<p>They would likely avoid the investment due to risk aversion, preferring safer options.</p> Signup and view all the answers

What does the expected utility theory suggest about the relationship between risk and utility?

<p>It suggests that individuals choose investments to maximize their expected utility, often leading to risk aversion.</p> Signup and view all the answers

How is the certainty equivalent (CE) calculated in the context of risky investments?

<p>CE is calculated as CE = E(W + Z) - π(W, Z), where π is the risk premium.</p> Signup and view all the answers

Explain the significance of the risk premium in relation to end-of-period wealth.

<p>The risk premium represents the amount above the expected value of a gamble that an investor requires to accept the risk.</p> Signup and view all the answers

What are the implications of an actuarially neutral gamble on the expected wealth of an investor?

<p>An actuarially neutral gamble has an expected value of zero, meaning it neither adds nor subtracts from expected wealth.</p> Signup and view all the answers

In the context of risk aversion, what does a utility function of U(W) = ln(W) indicate?

<p>It indicates decreasing marginal utility, implying that as wealth increases, the additional satisfaction from each extra dollar decreases.</p> Signup and view all the answers

Describe how Taylor series expansion is used in the context of investment utility functions.

<p>Taylor series expansion approximates the utility of wealth by taking into account the variance and higher moments of the utility function.</p> Signup and view all the answers

What is the expected value of a gamble with outcomes z1 and z2 with probabilities p1 = p2 = 0.5 when E(z1 + z2) = 0?

<p>The expected value is zero, as the outcomes balance each other out.</p> Signup and view all the answers

How does the level of risk aversion affect investment decisions?

<p>Higher levels of risk aversion lead to more conservative investment choices, favoring lower-risk options.</p> Signup and view all the answers

Flashcards

Risk Premium

The amount an individual will pay to avoid risk. It measures how much an investor values certainty over uncertainty.

Logarithmic Utility Function

A utility function where the increase in utility decreases as wealth increases. This means that the individual is risk-averse.

Pratt-Arrow Risk Premium

A type of risk premium that is based on the expected utility of a certain outcome and the expected utility of the risky outcome. It measures the difference in utility between the two.

Markowitz Risk Premium

The risk premium based on the classic mean-variance framework. It measures the difference between the expected return of the risky investment and the return of a risk-free investment.

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End-of-period Wealth

In the context of investments, this refers to the outcome of an investment after a certain period of time. This is the wealth an investor will have at the end of the investment period.

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Variance

A mathematical concept that describes how uncertain an outcome is. It measures the spread of possible outcomes around the expected value.

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Stochastic Dominance

A way to compare different investments based on their expected outcomes and uncertainty. An investment stochastically dominates another if it provides a higher expected outcome for every possible level of risk.

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Normal Distribution

A statistical distribution that assumes a bell-shaped curve, often used to model the probability of investment returns. It's symmetrical, with a known mean and standard deviation.

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Expected Utility

A mathematical representation of an individual's preferences for different outcomes, considering the likelihood of each outcome.

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Risk Averse

The investor dislikes risk and seeks to be compensated for taking on risky investments.

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Risk Neutral

The investor is indifferent towards risk and makes decisions solely based on the expected value of the investment, regardless of the uncertainty surrounding the potential outcomes.

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Risk Lover

The investor enjoys taking risks and seeks to be compensated for avoiding risk.

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Expected Utility of End-of-Period Wealth

The expected value of an investment taking into account the probability of each potential outcome and the investor's utility function for each outcome.

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Risk Profile

The investor's preference towards uncertainty in investment outcomes.

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Marginal Utility

A change in utility for a change in wealth, showing how much extra happiness an additional unit of wealth brings.

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Fair Gamble

A gamble where the expected value of the investment equals the initial investment, meaning no profit is expected.

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Utility Function

A function that describes an investor's preferences for risk. It relates an investor's wealth to their utility, or satisfaction, from that wealth.

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Certainty Equivalent (CE)

The certain amount of wealth that provides the same level of utility as the expected utility of a risky investment.

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Relative Risk Aversion

A measure of how much an investor's risk aversion changes with wealth. It's calculated as the negative of the second derivative of the utility function divided by the first derivative.

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Absolute Risk Aversion

A measure of an investor's aversion to risk at a given level of wealth. It's calculated as the negative of the second derivative of the utility function.

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Arrow-Pratt Measure of Risk Aversion

A function that measures the curvature of the utility function, indicating the degree of risk aversion. A higher absolute risk aversion means a higher curvature and stronger aversion to risk.

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Risk Aversion

A common assumption in finance that investors prefer more wealth to less, but are also risk-averse.

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Diversification

An investment strategy where the investor chooses to allocate their wealth across multiple assets to reduce overall risk while maintaining a desired level of return.

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Portfolio Choice

A situation where investors are faced with a choice between multiple investments with varying levels of risk and return.

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Expected Utility Theory

A hypothetical framework that assumes individuals make rational decisions to maximize their expected utility, considering both the potential rewards and the risk associated with different choices.

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Normally Distributed Random Variable W

A random variable following a normal distribution with a mean of W̄ and a variance of σ2, where W̄ is the expected value of W, and σ2 is the variance of W.

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Mean of W (WÌ„)

The expected value of the random variable W.

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Variance of W (σ2)

The variance of the random variable W.

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Rational Decision Making Under Uncertainty

A decision-making process where individuals choose actions based on expected values and risks, even in the presence of uncertainty.

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Asset Returns as Object of Choice

The focus of investment decisions is typically on the returns generated by assets, not just the absolute value of the assets.

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Return on Asset (R)

The rate of return on an asset, calculated as the change in value of the asset divided by the initial value.

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Expected Return (RÌ„)

The expected value of the return on an asset.

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Variance of Return (σR2)

The variance of the return on an asset, measuring the volatility or risk associated with the return.

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Normally Distributed Returns

Under the assumption that the end-of-period wealth is normally distributed, the returns are also normally distributed.

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Normal Distribution of End-of-Period Wealth

The end-of-period wealth is also normally distributed, with a mean of E[W(e)] = W0(R̄ + 1) and a variance of σW2 = W02 * σR2.

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Certainty equivalent wealth (CE)

The value of an investment option that is certain, compared to a risky investment with the same expected outcome.

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Risk premium (Ï€)

The difference between the expected value of a risky investment and its certainty equivalent wealth. It represents the amount of money an investor is willing to pay to avoid risk.

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Risk

The possibility of experiencing a loss as a result of an investment or decision. Typically measured by the standard deviation of returns or other statistical measures.

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Risk-averse investor

An individual or entity who dislikes taking risk and prefers a certain outcome over a risky outcome with the same expected value.

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Risk-neutral investor

An individual who is indifferent to the level of risk presented by an investment, choosing based solely on expected returns.

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Risk-loving investor

An individual who enjoys risk and prefers a risky investment with a higher potential payout over a certain outcome with the same expected value.

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Theory of investor choice

A framework for understanding how investors make decisions under uncertainty. It focuses on the trade-off between expected returns and risk, considering the investor's risk tolerance and preferences.

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Pratt-Arrow Measure

A measure of the risk premium an investor demands for holding a risky asset over a risk-free asset, considering the local change in utility with respect to wealth. It is the ratio of the negative second derivative of the utility function, to the first derivative. This measure is evaluated at a specific level of wealth.

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Absolute Risk Aversion (ARA)

A measure of an investor's aversion to risk at a specific wealth level. It is the negative of the ratio of the second derivative of the utility function over its first derivative.

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Relative Risk Aversion (RRA)

A measure of an investor's relative risk aversion. It is the negative of the product of wealth and the ratio of the second derivative of the utility function over its first derivative.

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Power Utility Function

A utility function where the investor's utility is inversely proportional to their wealth. This implies that the utility function is concave and decreasing.

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Constant Absolute Risk Aversion (CARA) with Power Utility

Investors with a power utility function exhibit constant absolute risk aversion (CARA) as the ARA is independent of wealth. They become less risk-averse as their wealth increases. This means that they demand the same amount of risk premium regardless of how wealthy they are.

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Constant Relative and Absolute Risk Aversion (CRRA, CARA) with Logarithmic Utility

Investors with a logarithmic utility function have a constant relative risk aversion (CRRA) as the RRA is independent of wealth. They also exhibit constant absolute risk aversion (CARA) because the ARA is independent of wealth. This means they are equally averse to a proportional change in wealth at any level of wealth.

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Differences in Risk Premium Measures

Different measures of risk premiums are applied in different scenarios. The Pratt-Arrow risk premium considers the local change in utility, while absolute and relative risk aversion measure the aversion to specific changes in wealth or wealth percentages.

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Study Notes

Principles of Finance - Lecture 5: Utility Theory Under Uncertainty

  • Utility theory under uncertainty is a rational decision-making framework for situations with unknown future outcomes.
  • Previously, decisions were made under certainty, where market interest rates and investment returns were known.
  • Uncertainty now exists because future market interest rates and subsequent returns are unknown.
  • Today's lecture focuses on the theory of rational decision-making under uncertainty, guiding investor choices among risky alternatives.
  • Key considerations include risk aversion, time preferences, and choice objects.
  • This framework is used to analyze how investors approach and choose actions in uncertain environments.

Axioms of Choice Under Uncertainty

  • Axiom 1: Comparability (completeness): An investor can compare any two investment options. Either one is preferred, the other is preferred, or they are equivalent.
  • Axiom 2: Transitivity: If an investor prefers option X to Y, and Y to Z, then they must prefer X to Z.
  • Axiom 3: Strong Independence: An investor's preferences remain consistent when presented with probabilistic outcomes.
  • Axiom 4: Measurability: Utility of outcomes/choices can be numerically quantified.
  • Axiom 5: Ranking: Investment preferences can be ranked consistently. If all axioms hold, choices are rational and coherent.

Utility Functions

  • Utility functions represent an investor's preferences for risky outcomes.
  • Utility functions are order-preserving, meaning if one outcome is preferred to another, its corresponding utility value is also greater.
  • Utility functions uniquely rank outcomes and can be used to evaluate combinations (expected utility).
  • Expected utility is calculated by weighing the utility of each possible outcome by its probability.

Expected Utility

  • Maximizing expected utility from end-of-period wealth is the goal of a rational investor under uncertainty.
  • The formula for expected utility is
  • E[U(W)] = Σpáµ¢U(Wáµ¢)
  • where:
    • S is the set of uncertain alternatives,
    • i is a specific alternative,
    • páµ¢ is the probability of alternative i,
  • Wáµ¢ is the wealth for alternative i.

Risk Profiles of Investors

  • Risk Averse: Investors dislike risk and need compensation for taking it.
  • Risk Neutral: Investors are indifferent to risk, considering only expected wealth.
  • Risk Lover: Investors prefer risk and need compensation for avoiding it.

Certainty Equivalent Wealth and Risk Premium

  • Certainty equivalent wealth (CE): The level of wealth an investor would accept with certainty.
  • Risk premium (Ï€): The difference between the expected value and the certainty equivalent.
  • Ï€ = E(W) - CE
  • This reflects an investor's aversion to uncertainty.

Risk Profile of the Investor

  • Three types of risk profiles exist: risk averse, risk neutral, risk lover, all reflected in an investor's utility function.

Level of Risk Aversion

  • Absolute risk aversion (ARA) and relative risk aversion (RRA), key indicators of investor risk sensitivity.
  • Investors are commonly risk-averse.
  • ARA and RRA are calculated using derivatives of a utility function
  • ARA= U''(W)/U'(W)
  • RRA= -W(U''(W)/U'(W))

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Explore the Utility Theory under uncertainty in this insightful lecture. Understand how rational decision-making applies when future outcomes are unknown, focusing on risk aversion and investor choices. Key axioms guide how choices are made in uncertain environments.

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