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The macroe- conomic consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models Conclusions The macroeconomic consequences of private debt M. R. Grasselli Mathematics and Statistics - McMaster University and Fields Institute for Research in Mathematical Sciences Eighth Bachelier Colloquium, M´ etabief, January 16, 2014

The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

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Page 1: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Conclusions

The macroeconomic consequences of privatedebt

M. R. Grasselli

Mathematics and Statistics - McMaster Universityand Fields Institute for Research in Mathematical Sciences

Eighth Bachelier Colloquium, Metabief, January 16, 2014

Page 2: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

The 2008 crisis according to freshwater DGSEmacro

Nobody could possibly see it coming: “It’s fun to say wedidnt see the crisis coming, but the central empiricalprediction of the efficient markets hypothesis is preciselythat nobody can tell where markets are going” (JohnCochrane 2009).

Financial markets victim of the real economy just as likelyas the other way around: “I can tell a story very easily inwhich the financial markets were a casualty of therecession, not a cause of it.” (Eugena Fama, New Yorker2010)

Bubbles are exceptional: “With notably rare exceptions(2008, for example), the global ‘invisible hand’ has createdrelatively stable exchange rates, interest rates, prices, andwage rates.” (Alan Greenspan 2011)

Page 3: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

The 2008 crisis according to saltwater DSGE macro

Some people saw it coming: “Some economists, notablyRobert Shiller, did identify the bubble and warn of painfulconsequences if it were to burst” (Krugman 2009).

Frictions identified in financial economics (e.g limits ofarbitrage, heterogeneous beliefs, noise traders) can lead tolarge and persistent price distortions from “fundamentalvalues”.

Because of similar frictions (e.g borrowing constraints,market liquidity for collateral), small initial shocks can beamplified and made persistent by the financial sector.

Page 4: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

The aftermath according to freshwater DSGEmacro

1 Increases government borrowing would lead to higherinterest rates on government debt because of “crowdingout”.

2 Increases in the money supply would lead to inflation.

3 Fiscal stimulus has zero effect in an ideal world andnegative effect in practice (because of decreasedconfidence).

Page 5: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

Wrong prediction number 1

Figure: Government borrowing and interest rates.

Page 6: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

Wrong prediction number 2

Figure: Monetary base and inflation.

Page 7: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

Wrong prediction number 3

Figure: Fiscal tightening and GDP.

Page 8: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

The aftermath according to saltwater DSGE macro

The severity of the financial crisis put the economy in a“liquidity trap”, in which case (1) government borrowingdoes not lead to higher interest rates (because of excesssupply savings), (2) printing money does not causeinflation (because of excess capacity), and (3) fiscalstimulus has positive effect (because it mobilizes idleresources).

Page 9: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

And what about private debt?

Private debt never matters in freshwater macro: financialsector (both banks and markets) merely serve asintermediaries channeling savings (e.g from households) toinvestment (e.g business).“People who get credit have to get it from some- where.Does a credit bubble mean that people save too muchduring that period? I dont know what a credit bubblemeans. I dont even know what a bubble means.” (EugeneFama, New Yorker, 2010).Money is neutral in its effect on real variables.Only matters in saltwater macro during a liquidity trapbecause of the zero lower bound in interest rates.“Ignoring the foreign component, or looking at the worldas a whole, the overall level of debt makes no difference toaggregate net worth – one person’s liability is anotherperson’s asset.” (Krugman and Eggertsson, 2010)

Page 10: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

Then we can safely ignore this...

Figure: Private and public debt ratios.

Page 11: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

Larry Summers and the Secular StagnationHypothesis

Right now, the “natural” rate of interest is negative(liquidity trap).

We may be an economy that needs bubbles just to achievesomething near full employment, and have been there atleast since the 1980s.

Secular stagnation: permanently low investment demand(demographics? slowdown in innovation?)

Even improved financial regulation is not necessarily agood thing that it may discourage irresponsible lendingand borrowing at a time when more spending of any kindis good for the economy.

Page 12: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Pre-crisis

Post-crisis

SecularStagnation?

Alternativeapproaches

SFC models

Conclusions

A tale of two Krugmans

Krugman on March 27, 2012:“If I decide to cut back onmy spending and stash the funds in a bank, which lendsthem out to someone else, this doesnt have to represent anet increase in demand. Yes, in some (many) caseslending is associated with higher demand, becauseresources are being transferred to people with a higherpropensity to spend.”

Krugman on December 07, 2013: “· · · underneath theapparent stability of the Great Moderation lurked a rapidrise in debt that is now being unwound. Debt was risingby around 2 percent of GDP annually; thats not going tohappen in future, which a naive calculation suggestsmeans a reduction in demand, other things equal, ofaround 2 percent of GDP.”

Page 13: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Conclusions

Minsky’s Financial Instability Hypothesis

Start when the economy is doing well but firms and banksare conservative.

Most projects succeed - “Existing debt is easily validated:it pays to lever”.

Revised valuation of cash flows, exponential growth incredit, investment and asset prices.

Beginning of “euphoric economy”: increased debt toequity ratios, development of Ponzi financier.

Viability of business activity is eventually compromised.

Ponzi financiers have to sell assets, liquidity dries out,asset market is flooded.

Euphoria becomes a panic.

“Stability - or tranquility - in a world with a cyclical pastand capitalist financial institutions is destabilizing”.

Page 14: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Conclusions

Key insight 1: money is not neutral

Money is hierarchical: currency is a promise to pay gold(or extinguish taxes); deposits are promises to paycurrency; securities are promises to pay deposits.Financial institutions are market-makers straddling twolevels in the hierarchy: CB, banks, security dealers.The hierarchy is dynamic:

Figure: Mehrling (2013)

Page 15: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Conclusions

Key insight 2: money is endogenous

Banks create money, credit, and purchasing power.

Reserve requirements are never binding.

Figure: Turner (2013)

Page 16: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Conclusions

Key insight 3: private debt matters

Figure: Change in debt and unemployment.

Page 17: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Conclusions

Key insight 4: finance is not just intermediation

Market never clear in all states: set of events is larger thanwhat can be contracted.

The financial sector absorbs the risk of unfulfilled promises.

The cone of acceptable losses defines the size of the realeconomy.

Figure: Cherny and Madan (2009)

Page 18: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Much better economics: SFC models

Stock-flow consistent models emerged in the last decadeas a common language for many heterodox schools ofthought in economics.

Consider both real and monetary factors from the start

Specify the balance sheet and transactions between sectors

Accommodate a number of behavioural assumptions in away that is consistent with the underlying accountingstructure.

Reject silly (and mathematically unsound!) hypothesessuch as the RARE individual (representative agent withrational expectations).

See Godley and Lavoie (2007) for the full framework.

Page 19: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Balance Sheets

Balance Sheet HouseholdsFirms

Banks Central Bank Government Sum

current capital

Cash +Hh +Hb −H 0

Deposits +Mh +Mf −M 0

Loans −L +L 0

Bills +Bh +Bb +Bc −B 0

Equities +pf Ef + pbEb −pf Ef −pbEb 0

Advances −A +A 0

Capital +pK pK

Sum (net worth) Vh 0 Vf Vb 0 −B pK

Table: Balance sheet in an example of a general SFC model.

Page 20: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Transactions

TransactionsHouseholds

FirmsBanks Central Bank Government Sum

current capital

Consumption −pCh +pC −pCb 0

Investment +pI −pI 0

Gov spending +pG −pG 0

Acct memo [GDP] [pY ]

Wages +W −W 0

Taxes −Th −Tf +T 0

Interest on deposits +rM .Mh +rM .Mf −rM .M 0

Interest on loans −rL.L +rL.L 0

Interest on bills +rB .Bh +rB .Bb +rB .Bc −rB .B 0

Profits +Πd + Πb −Π +Πu −Πb −Πc +Πc 0

Sum Sh 0 Sf − pI Sb 0 Sg 0

Table: Transactions in an example of a general SFC model.

Page 21: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Flow of Funds

Flow of FundsHouseholds

FirmsBanks Central Bank Government Sum

current capital

Cash +Hh +Hb −H 0

Deposits +Mh +Mf −M 0

Loans −L +L 0

Bills +Bh +Bb +Bc −B 0

Equities +pf Ef + pbEb −pf Ef −pbEb 0

Advances −A +A 0

Capital +pI pI

Sum Sh 0 Sf Sb 0 Sg pI

Change in Net Worth (Sh + pf Ef + pbEb) (Sf − pf Ef + pK − pδK ) (Sb − pbEb) Sg pK + pK

Table: Flow of funds in an example of a general SFC model.

Page 22: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

General Notation

Employed labor force: `

Production function: Y = f (K , `)

Labour productivity: a = Y`

Capital-to-output ratio: ν = KY

Employment rate: λ = `N

Change in capital: K = I − δK

Inflation rate: i = pp

Page 23: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Goodwin Model - SFC matrix

Balance Sheet HouseholdsFirms

Sum

current capital

Capital +pK pK

Sum (net worth) 0 0 Vf pK

Transactions

Consumption −pC +pC 0

Investment +pI −pI 0

Acct memo [GDP] [pY ]

Wages +W −W 0

Profits −Π +Πu 0

Sum 0 0 0 0

Flow of Funds

Capital +pI pI

Sum 0 0 Πu pI

Change in Net Worth 0 pI + pK − pδK pK + pK

Table: SFC table for the Goodwin model.

Page 24: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Goodwin Model - Differential equations

Define

ω =wL

pY=

w

pa(wage share)

λ =L

N=

Y

aN(employment rate)

It then follows that

ω

ω=

w

w− p

p− a

a= Φ(λ, i , ie)− i − α

λ

λ=

1− ων− α− β − δ

In the original model, all quantities were real (i.e dividedby p), which is equivalent to setting i = ie = 0.

Page 25: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Example 1: Goodwin model

0.7 0.75 0.8 0.85 0.9 0.95 10.88

0.9

0.92

0.94

0.96

0.98

1

ω

λw

0 = 0.8, λ

0 = 0.9

Page 26: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Testing Goodwin on OECD countries

Figure: Harvie (2000)

Page 27: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Correcting Harvie

Figure: Grasselli and Maheshwari (2012)

Page 28: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

SFC table for Keen (1995) model

Balance Sheet HouseholdsFirms

Banks Sum

current capital

Deposits +D −D 0

Loans −L +L 0

Capital +pK pK

Sum (net worth) Vh 0 Vf 0 pK

Transactions

Consumption −pC +pC 0

Investment +pI −pI 0

Acct memo [GDP] [pY ]

Wages +W −W 0

Interest on deposits +rD −rD 0

Interest on loans −rL +rL 0

Profits −Π +Πu 0

Sum Sh 0 Sf − pI 0 0

Flow of Funds

Deposits +D −D 0

Loans −L +L 0

Capital +pI pI

Sum Sh 0 Πu 0 pI

Change in Net Worth Sh (Sf + pK − pδK ) pK + pK

Table: SFC table for the Keen model.

Page 29: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Keen model - Investment function

Assume now that new investment is given by

K = κ(1− ω − rd)Y − δK

where κ(·) is a nonlinear increasing function of profitsπ = 1− ω − rd .

This leads to external financing through debt evolvingaccording to

D = κ(1− ω − rd)Y − (1− ω − rd)Y

Page 30: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Keen model - Differential Equations

Denote the debt ratio in the economy by d = D/Y , the modelcan now be described by the following system

ω = ω [Φ(λ)− α]

λ = λ

[κ(1− ω − rd)

ν− α− β − δ

](1)

d = d

[r − κ(1− ω − rd)

ν+ δ

]+ κ(1− ω − rd)− (1− ω)

Page 31: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Example 2: convergence to the good equilibrium ina Keen model

0.7

0.75

0.8

0.85

0.9

0.95

1

λ

ωλYd

0

1

2

3

4

5

6

7

8x 10

7

Y

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

1.8

2

d

0 50 100 150 200 250 300

0.7

0.8

0.9

1

1.1

1.2

1.3

time

ω

ω0 = 0.75, λ

0 = 0.75, d

0 = 0.1, Y

0 = 100

d

λ

ω

Y

Figure: Grasselli and Costa Lima (2012)

Page 32: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Example 3: explosive debt in a Keen model

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

λ

0

1000

2000

3000

4000

5000

6000

Y

0

0.5

1

1.5

2

2.5x 10

6

d

0 50 100 150 200 250 3000

5

10

15

20

25

30

35

time

ω

ω0 = 0.75, λ

0 = 0.7, d

0 = 0.1, Y

0 = 100

ωλYd

λ

Y d

ω

Figure: Grasselli and Costa Lima (2012)

Page 33: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Basin of convergence for Keen model

0.5

1

1.5

0.40.5

0.60.7

0.80.9

11.1

0

2

4

6

8

10

ωλ

d

Figure: Grasselli and Costa Lima (2012)

Page 34: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Ponzi financing

To introduce the destabilizing effect of purely speculativeinvestment, we consider a modified version of the previousmodel with

D = κ(1− ω − rd)Y − (1− ω − rd)Y + P

P = Ψ(g(ω, d)P

where Ψ(·) is an increasing function of the growth rate ofeconomic output

g =κ(1− ω − rd)

ν− δ.

Page 35: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Example 4: effect of Ponzi financing

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 10

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

λ

ω

ω0 = 0.95, λ

0 = 0.9, d

0 = 0, p

0 = 0.1, Y

0 = 100

No SpeculationPonzi Financing

Figure: Grasselli and Costa Lima (2012)

Page 36: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Stock prices

Consider a stock price process of the form

dSt

St= rbdt + σdWt + γµtdt − γdN(µt)

where Nt is a Cox process with stochastic intensityµt = M(p(t)).

The interest rate for private debt is modelled asrt = rb + rp(t) where

rp(t) = ρ1(St + ρ2)ρ3

Page 37: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Stability map

0.5

0.5

0.55

0.55

0.55

0.55

0.55

0.55

0.55

0.550.550.

55

0.6

0.6

0.6

0.6

0.6

0.6

0.6

0.6

0.65

0.65

0.65

0.65 0.65

0.65

0.65

0.65

0.7

0.7

0.7

0.7

0.7

0.75

0.75

0.8

0.8

0.85

0.85

0.5

0.55

0.55

0.55

0.6

0.6

0.55

0.6

0.55

0.50.6

0.6

0.5

0.6

0.65

0.55

0.9

0.55

0.6

0.7

0.5

0.55

0.55

0.65

0.6

0.65 0.60.7

0.7

0.65

0.8

0.6

0.6

0.6

0.60.6

0.6

0.45 0.

5

0.45

0.6

0.55

0.7

0.5

0.8

0.65

0.5

0.6

0.7

0.5

0.5

0.6

0.6

λ

d

Stability map for ω0 = 0.8, p

0 = 0.01, S

0 = 100, T = 500, dt = 0.005, # of simulations = 100

0.7 0.75 0.8 0.85 0.9 0.950

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

0.45

0.5

0.55

0.6

0.65

0.7

0.75

0.8

0.85

0.9

Page 38: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Introducing a government sector

Following Keen (and echoing Minsky) we add discretionarygovernment subsidied and taxation into the original systemin the form

G = G1 + G2

T = T1 + T2

where

G1 = η1(λ)Y G2 = η2(λ)G2

T1 = Θ1(π)Y T2 = Θ2(π)T2

Defining g = G/Y and τ = T/Y , the net profit share isnow

π = 1− ω − rd + g − τ,and government debt evolves according to

B = rB + G − T .

Page 39: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Persistence results

Proposition 1: Assume g2(0) > 0, then the model is eπ-UWPif either

1 λη1(λ) is bounded below as λ→ 0, or

2 η2(0) > r .

Proposition 2: Assume g2(0) > 0 and τ2(0) = 0, then themodel is λ-UWP if either of the following three conditions issatisfied:

1 λη1(λ) is bounded below as λ→ 0, or

2 η2(0) > max{r , α + β}, or

3 r < η2(0) ≤ α + β and−r(κ(x)− x) + (1− x)γ(x) + η1(0)−Θ1(x) > 0 forγ(x) ∈ [η2(0), α + β].

Page 40: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Hopft bifurcation with respect to governmentspending.

0.68

0.682

0.684

0.686

0.688

0.69

0.692

OMEGA

0.28 0.285 0.29 0.295 0.3 0.305 0.31 0.315 0.32 0.325eta_max

Page 41: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

The Great Moderation in the U.S. - 1984 to 2007

Figure: Grydaki and Bezemer (2013)

Page 42: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Possible explanations

Real-sector causes: inventory management, labour marketchanges, responses to oil shocks, external balances , etc.

Financial-sector causes: credit accelerator models, financialinnovation, deregulation, better monetary policy, etc.

Grydaki and Bezemer (2013): growth of debt in the realsector.

Page 43: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Bank credit-to-GDP ratio in the U.S

Figure: Grydaki and Bezemer (2013)

Page 44: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Excess credit growth moderated output volatilityduring, but not before the Great Moderation

Figure: Grydaki and Bezemer (2013)

Page 45: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Example 5: strongly moderated oscillations

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

λ

0

500

1000

1500

2000

2500

3000

3500

Y

0

20

40

60

80

100

120

140

160

180

d

0

2

4

6

8

10

12p

0 10 20 30 40 50 60 70 80 90 1000.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

time

ω

ω0 = 0.9, λ

0 = 0.91, d

0 = 0.1, p

0 = 0.01, Y

0 = 100, κ’(π

eq) = 20

ωλYdp

Page 46: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Example 5 (cont): Shilnikov bifurcation

0.450.5

0.550.6

0.650.7

0.750.8

0.850.9 0.7

0.75

0.8

0.85

0.9

0.95

1

0

2

4

6

8

10

12

λ

ω0 = 0.9, λ

0 = 0.91, d

0 = 0.1, p

0 = 0.01, Y

0 = 100, κ’(π

eq) = 20

ω

d

Page 47: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Goodwin model

Keen model

Ponzi financing

Noise and StockPrices

Stabilizinggovernment

GreatModeration

The UltimateModel

Conclusions

Shortcomings of Goodwin and Keen models

No independent specification of consumption (andtherefore savings) for households:

C = W , Sh = 0 (Goodwin)

C = (1− κ(π))Y , Sh = D = Πu − I (Keen)

Full capacity utilization.

Everything that is produced is sold.

No active market for equities.

Skott (1989) uses prices as an accommodating variable inthe short run.

Chiarella, Flaschel and Franke (2005) propose a dynamicsfor inventory and expected sales.

Grasselli and Nguyen (2013) provide a synthesis, includingequities and Tobin’s portfolio choices.

Page 48: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Conclusions

Concluding remarks

Macroeconomics is too important to be left tomacroeconomists.

Since Keynes’s death it has developed in two radicallydifferent approaches:

1 The dominant one has the appearance of mathematicalrigour (the SMD theorems notwithstanding), but is basedon implausible assumptions, has poor fit to data in general,and is disastrously wrong during crises. Finance plays anegligible role

2 The heterodox approach is grounded in history andinstitutional understanding, takes empirical work muchmore seriously, but is generally averse to mathematics.Finance plays a major role.

It’s clear which approach should be embraced bymathematical finance “to boldly go where no man hasgone before” · · ·

Page 49: The macroeconomic consequences of private debtms.mcmaster.ca/~grasselli/metabief2014.pdf · consequences of private debt M. R. Grasselli Mainstream Alternative approaches SFC models

The macroe-conomic

consequencesof private debt

M. R. Grasselli

Mainstream

Alternativeapproaches

SFC models

Conclusions

Merci!