Riskjuliohuato@gmail.com
Goals: To learn about… The   effect of uncertainty in our economic  life Ways in which risk can be estimated Our attitu...
Uncertainty   Kenneth J Arrow: “Uncertainty is our relative    ignorance about the future effects of our current    choic...
Risk In economics and finance, we usually  think of risk as:      The economic effect (benefits/costs) of our       unce...
Probability & Statistics Probability   is a mathematical theory  about our cognitive behavior in the face  of uncertainty...
Possibilities, Probabilities, andExpected Value We can construct a table of all outcomes and probabilities for an event, ...
Lottery A
Lottery B
Lottery C
The 3 lotteriesLotto        x bar     Range:                       max(x)-                       min(x)A            $1    ...
Risk aversion  People prefer a certain payoff to an uncertain oneIn a market system, people trade off risk for reward
Statistics
Exercise Calculate the variance, standard deviation, and coefficient of variation of the lotteries above.
Exercise
Exercise
Exercise
Risk in economics & finance   Usually, we think of risk as a measure of uncertainty    about the future payoff to a bond ...
Sources of RiskAll risks can be classified into two groups:1. Those affecting a small number of     people but no one else...
Sources of RiskIdiosyncratic risks can be classified into twoextreme types:   1.   A risk is bad for one sector of the    ...
Dealing with risk Risk can be reduced through:  Hedging: building a portfolio with assets that   have offsetting payoffs ...
5-21Hedging Risk•   Hedging is the strategy of reducing    idiosyncratic risk by making two    investments with opposing r...
5-22Spreading Risk You  can’t always hedge as investments  don’t always move in a predictable  fashion. The alternative ...
5-23Spreading Risk The   more independent sources of risk you  hold in your portfolio, the lower your  overall risk. As ...
We learned about…  Uncertainty and its economic effect: risk Estimating risk by measuring the variation of payoffs   to ...
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Risk

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Basic discussion of risk for my Money & Banking students.

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Risk

  1. 1. Riskjuliohuato@gmail.com
  2. 2. Goals: To learn about… The effect of uncertainty in our economic life Ways in which risk can be estimated Our attitudes towards risk The different sources of risk The ways in which manage our economic risk
  3. 3. Uncertainty Kenneth J Arrow: “Uncertainty is our relative ignorance about the future effects of our current choices -- the more so, the further removed the effects are from these choices.” We are ignorant about how the world and our society functions (economics barely makes a dent), ultimately because our productive powers are finite On top of our regular ignorance vis-à-vis the rest of nature, uncertainty about our own social life is self- referential – it depends on how we deal with our own uncertainty (chicken-and-egg).
  4. 4. Risk In economics and finance, we usually think of risk as:  The economic effect (benefits/costs) of our uncertainty  One usual way in which risk is quantified in economics and finance is as the variability in payoffs
  5. 5. Probability & Statistics Probability is a mathematical theory about our cognitive behavior in the face of uncertainty Statistics is a set of techniques that use probability theory (and other assumptions) to extract knowledge from data (observations)
  6. 6. Possibilities, Probabilities, andExpected Value We can construct a table of all outcomes and probabilities for an event, like tossing a fair coin.
  7. 7. Lottery A
  8. 8. Lottery B
  9. 9. Lottery C
  10. 10. The 3 lotteriesLotto x bar Range: max(x)- min(x)A $1 $0B $1 $2C $1 $4 With which lottery do the effects of your uncertainty feel more painful?
  11. 11. Risk aversion People prefer a certain payoff to an uncertain oneIn a market system, people trade off risk for reward
  12. 12. Statistics
  13. 13. Exercise Calculate the variance, standard deviation, and coefficient of variation of the lotteries above.
  14. 14. Exercise
  15. 15. Exercise
  16. 16. Exercise
  17. 17. Risk in economics & finance Usually, we think of risk as a measure of uncertainty about the future payoff to a bond over a time period and compared to a benchmark The benchmark is usually a hypothetical risk-free bond Again, in a market system with prevailing risk aversion, there is a tradeoff between risk and reward The use of probability theory requires that we envision all possible scenarios (“states of the world”) and their likelihood
  18. 18. Sources of RiskAll risks can be classified into two groups:1. Those affecting a small number of people but no one else: idiosyncratic or unique risks2. Those affecting everyone: systemic, systematic, economy-wide, or macro risks
  19. 19. Sources of RiskIdiosyncratic risks can be classified into twoextreme types: 1. A risk is bad for one sector of the economy but good for another. 2. Unique risks specific to one person or company and unrelated to others.
  20. 20. Dealing with risk Risk can be reduced through:  Hedging: building a portfolio with assets that have offsetting payoffs  Diversification: randomly adding more assets to one’s portfolio, since the additional assets are unlikely to have payoffs that move exactly like those already in the portfolio
  21. 21. 5-21Hedging Risk• Hedging is the strategy of reducing idiosyncratic risk by making two investments with opposing risks. • If one industry is volatile, the payoffs are stable.• Let’s compare three strategies for investing $100: • Invest $100 in GE. • Invest $100 in Texaco. • Invest half in each company.
  22. 22. 5-22Spreading Risk You can’t always hedge as investments don’t always move in a predictable fashion. The alternative is to spread risk around.  Find investments whose payoffs are unrelated. Weneed to look at the possibilities, probabilities and associated payoffs of different investments.
  23. 23. 5-23Spreading Risk The more independent sources of risk you hold in your portfolio, the lower your overall risk. As we add more and more independent sources of risk, the standard deviation becomes negligible. Diversification through the spreading of risk is the basis for the insurance business.
  24. 24. We learned about… Uncertainty and its economic effect: risk Estimating risk by measuring the variation of payoffs to our assets Risk aversion and the tradeoff between risk and reward in a market system Idiosyncratic (unique) risk and systemic (macro) risk How hedging (if there are assets with contrarian payoffs) and diversification (spreading risk around) lowered idiosyncratic riskIn our next session, we will study how the risk premiumon bonds can be estimated (under certainassumptions)

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