Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar...

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Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010
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Page 1: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Rare Disasters and Asset Markets in the Twentieth Century

BarroQJE, 2006

Presentation by Serdar AldatmazSpring, 2010

Page 2: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Background

• Mehra-Prescott, 1985– Equity premium puzzle

• Rietz, 1988– Low-probability economic disasters might

be the solution

Page 3: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Preview of Results

• Inclusion of rare disasters into Mehra and Prescott’s model can explain asset-market puzzles– Equity-premium puzzle– Low real rate of return on government bills– Low expected real interest rates during

major wars

Page 4: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Outline

• The Model

• Review of economic disasters

• Calibration Results

• Extensions

• Concluding Remarks

Page 5: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

The Model

• Lucas Tree Model– Exogenous, stochastic production– Neither investment, nor depreciation

• Allows for capital formation in the extension

– Consumption equals output– Two assets

• Equity claim on t+1 output

• Risk-free asset, which partially defaults in disasters

Page 6: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Solution without Rare Disasters

• Solving for the agent’s maximization problem;

Page 7: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Modelling Rare Disasters

• ut+1 is i.i.d w/ N(0, σ2)

• σ and γ are known

• p is the probability of disaster (constant)

• b is the size of contraction in case of a disaster

Page 8: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Modelling Default

• Default occurs with probability q when a v-type disaster occurs

• Default wipes out the fraction d of the return on the government bill

• Default does not affect equities and real GDP

Page 9: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Solution of the Model - Price

• Price of one-period equity claim:

Page 10: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Solution of the Model - Returns

• Expected rate of return on one-period equity: Et(Re

t+1)=Et(At+1)/Pt1

• Return on government bills:

(Assumption: d=b)

Page 11: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Solution of the Model - Equity

Premium

• The difference between the two returns:

– Increasing in p & θ & b=d– Decreasing in q

Page 12: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Outline

• The Model

• Review of economic disasters

• Calibration

• Extensions

• Concluding Remarks

Page 13: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Economic Disasters

Page 14: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Stock and Bill Returns

Page 15: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Outline

• The Model

• Review of economic disasters

• Calibration

• Extensions

• Concluding Remarks

Page 16: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Calibration of Disaster Parameters

• Probability of disasters– 60 occurrences for 35 countries over 100

years• p = 1.7%

• Distribution of b from realized contractions

• Default probability– 25 partial defaults out of 60 events

• q = 40%

Page 17: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Calibration of Other Parameters

• σ = 0.02 • γ = 0.025• ρ = 0.03• θ = 3 or 4

Page 18: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Calibration Results

Page 19: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

What other puzzles can be explained?

• Why do expected real interest rates fall during wars?– Perceived probability, p, of future

economic disaster increases

Page 20: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Outline

• The Model

• Review of economic disasters in the twentieth century

• Calibration

• Extensions

• Concluding Remarks

Page 21: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Duration and Capital Formation

• Main results do not change when we allow for finite and various length disasters

• When we incorporate capital formation, invested and depreciation, the model still predicts similar equity premium results based on the calibration

Page 22: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Outline

• The Model

• Review of economic disasters in the twentieth century

• Calibration

• Extensions

• Concluding Remarks

Page 23: Rare Disasters and Asset Markets in the Twentieth Century Barro QJE, 2006 Presentation by Serdar Aldatmaz Spring, 2010.

Concluding Remarks

• Low-probability disasters explain the equity premium puzzle along with other asset market puzzles

• Future research– Incorporate stochastic variations in p

• Option prices, insurance premiums, prices of gold etc.

– Relax i.i.d assumptions