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Published in: Journal of Economic Interaction and Coordination 4/2020

09-01-2020 | Regular Article

Investment behaviour and “bull & bear” dynamics: modelling real and stock market interactions

Authors: Serena Sordi, Marwil J. Dávila-Fernández

Published in: Journal of Economic Interaction and Coordination | Issue 4/2020

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Abstract

In this article, we develop a simple behavioural macrodynamic model in continuous-time with the purpose of investigating the interaction of the real economy and the financial markets. Building on Westerhoff (Discret Dyn Nat Soc, 2012), we improve the specification of aggregate demand by distinguishing between consumption and investment expenditure and assuming that the latter is determined by the flexible accelerator principle. We remove the ad hoc nonlinearity in the fundamentalist behavioural rule and allow the composition of the population between chartists and fundamentalists to be endogenously determined. The resulting nonlinear dynamic systems are shown to generate various dynamic regimes, among which the coexistence of periodic attractors with interesting economic implications. Endogenous investment and stock market dynamics emerge, procyclical to each other, reflecting the interaction of induced investment with alternating waves in speculators’ sentiments. We show that a strong investment accelerator might be a crucial force generating fluctuations that, on the one hand, are transmitted and amplified by chartists and, on the other hand, are contained by fundamentalists.

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Appendix
Available only for authorised users
Footnotes
1
As is well known (see, e.g. Allen 1967), in the special case in which the adjustment mechanism involves a simple exponential lag, Eq. (1) implies that production adjusts with a continuously distributed lag to aggregate demand.
 
2
The inspiring reference for this characterisation of the stock market is the article by Day and Huang (1990). Other important representations include Hommes et al. (2005), Boswijk et al. (2007) and Tramontana et al. (2009), among others.
 
3
The figure clearly shows that the stable manifold of the saddle point \(E_{1}\) separates the basins of attraction of the two external equilibrium points. In this figure, as in all other which follow, the attractive equilibrium points are marked by full dots (\({\bullet }\)), the repulsive equilibrium points by open dots (\({\circ }\)) and saddle points by squares (\({\tiny \square }\)).
 
4
For a recent discussion and empirical evidence on herding behaviour in models with heterogeneous agents, see Franke and Westerhoff (2016).
 
Literature
go back to reference Allen RGD (1967) Macro-economic theory. A mathematical treatment. Macmillan, LondonCrossRef Allen RGD (1967) Macro-economic theory. A mathematical treatment. Macmillan, LondonCrossRef
go back to reference Blanchard O (1981) Output, the stock market, and interest rates. Am Econ Rev 71:132–143 Blanchard O (1981) Output, the stock market, and interest rates. Am Econ Rev 71:132–143
go back to reference Boswijk HP, Hommes CH, Manzan S (2007) Behavioral heterogeneity in stock prices. J Econ Dyn Control 31:1938–1970CrossRef Boswijk HP, Hommes CH, Manzan S (2007) Behavioral heterogeneity in stock prices. J Econ Dyn Control 31:1938–1970CrossRef
go back to reference Brock W, Hommes C (1997) A rational route to randomness. Econometrica 65(5):1059–1095CrossRef Brock W, Hommes C (1997) A rational route to randomness. Econometrica 65(5):1059–1095CrossRef
go back to reference Cavalli F, Naimzada A, Pecora N (2017) Real and financial market interactions in a multiplier-accelerator model: nonlinear dynamics, multistability and stylized facts. Chaos 27:103120CrossRef Cavalli F, Naimzada A, Pecora N (2017) Real and financial market interactions in a multiplier-accelerator model: nonlinear dynamics, multistability and stylized facts. Chaos 27:103120CrossRef
go back to reference Cavalli F, Naimzada A, Pecora N, Pireddu M (2018) Agents’ beliefs and economic regimes polarization in interacting markets. Chaos 28:055911CrossRef Cavalli F, Naimzada A, Pecora N, Pireddu M (2018) Agents’ beliefs and economic regimes polarization in interacting markets. Chaos 28:055911CrossRef
go back to reference Chiarella C (1992) The dynamics of speculative behaviour. Ann Oper Res 37:101–123CrossRef Chiarella C (1992) The dynamics of speculative behaviour. Ann Oper Res 37:101–123CrossRef
go back to reference Chiarella C, Di Guilmi C, Zhi T (2015) Modelling the “animal spirits” of bank’s lending behaviour. Working paper 183. Finance Discipline Group, UTS Business School, University of Technology, Sydney Chiarella C, Di Guilmi C, Zhi T (2015) Modelling the “animal spirits” of bank’s lending behaviour. Working paper 183. Finance Discipline Group, UTS Business School, University of Technology, Sydney
go back to reference Day RH, Huang W (1990) Bulls, bears and market sheep. J Econ Behav Organ 14:299–329CrossRef Day RH, Huang W (1990) Bulls, bears and market sheep. J Econ Behav Organ 14:299–329CrossRef
go back to reference Devine JD (2011) The great moderation and “falling off a cliff”: Neo-Kaldorian dynamics. J Econ Behav Organ 78:366–373CrossRef Devine JD (2011) The great moderation and “falling off a cliff”: Neo-Kaldorian dynamics. J Econ Behav Organ 78:366–373CrossRef
go back to reference Dieci R, He X (2018) Heterogeneous-agent models in finance. In: Hommes C, LeBaron B (eds) Handbook of computational economics, IV. Heterogeneous agent models. North-Holland, Amsterdam Dieci R, He X (2018) Heterogeneous-agent models in finance. In: Hommes C, LeBaron B (eds) Handbook of computational economics, IV. Heterogeneous agent models. North-Holland, Amsterdam
go back to reference Dieci R, Schmitt N, Westerhoff F (2018) Interactions between stocks, bond and housing markets. J Econ Dyn Control 91:43–70CrossRef Dieci R, Schmitt N, Westerhoff F (2018) Interactions between stocks, bond and housing markets. J Econ Dyn Control 91:43–70CrossRef
go back to reference Fioretti G (2006) Recognising investment opportunities at the onset of recoveries. Res Econ 60:69–84CrossRef Fioretti G (2006) Recognising investment opportunities at the onset of recoveries. Res Econ 60:69–84CrossRef
go back to reference Flaschel P, Hartmann F, Malikane C, Proaño C (2015) A behavioral macroeconomic model of exchange rate fluctuations with complex market expectations formation. Comput Econ 45:669–691CrossRef Flaschel P, Hartmann F, Malikane C, Proaño C (2015) A behavioral macroeconomic model of exchange rate fluctuations with complex market expectations formation. Comput Econ 45:669–691CrossRef
go back to reference Flaschel P, Charpe M, Galanis G, Proaño C, Veneziani R (2018) Macroeconomic and stock market interactions with endogenous aggregate sentiment dynamics. J Econ Dyn Control 91:237–256CrossRef Flaschel P, Charpe M, Galanis G, Proaño C, Veneziani R (2018) Macroeconomic and stock market interactions with endogenous aggregate sentiment dynamics. J Econ Dyn Control 91:237–256CrossRef
go back to reference Franke R (2012) Microfounded animal spirits in the new macroeconomic consensus. Stud Nonlinear Dyn Econ 16(4) Article 4 Franke R (2012) Microfounded animal spirits in the new macroeconomic consensus. Stud Nonlinear Dyn Econ 16(4) Article 4
go back to reference Franke R, Ghonghadze J (2014) Integrating real sector growth and inflation into an agent-based stock market dynamics. FinMaP-working paper 4, Kiel University Franke R, Ghonghadze J (2014) Integrating real sector growth and inflation into an agent-based stock market dynamics. FinMaP-working paper 4, Kiel University
go back to reference Franke R, Westerhoff F (2016) Why a simple herding model may generate the stylized facts of daily returns: explanation and estimation. J Econ Interact Coord 11:1–34CrossRef Franke R, Westerhoff F (2016) Why a simple herding model may generate the stylized facts of daily returns: explanation and estimation. J Econ Interact Coord 11:1–34CrossRef
go back to reference Goodwin RM (1948) Secular and cyclical aspects of the multiplier and the accelerator. In: Income, employment and public policy: essays in honor of A.H. Hansen, pp 108–32. Norton, New York Goodwin RM (1948) Secular and cyclical aspects of the multiplier and the accelerator. In: Income, employment and public policy: essays in honor of A.H. Hansen, pp 108–32. Norton, New York
go back to reference Goodwin RM (1951) The nonlinear accelerator and the persistence of business cycles. Econometrica 19:1–16CrossRef Goodwin RM (1951) The nonlinear accelerator and the persistence of business cycles. Econometrica 19:1–16CrossRef
go back to reference Hommes CH (2013) Behavioral rationality and heterogeneous expectations in complex economic systems. Cambridge University Press, CambridgeCrossRef Hommes CH (2013) Behavioral rationality and heterogeneous expectations in complex economic systems. Cambridge University Press, CambridgeCrossRef
go back to reference Hommes CH, Huang H, Wang D (2005) A robust rational route to randomness in a simple asset pricing model. J Econ Dyn Control 29:1043–1072CrossRef Hommes CH, Huang H, Wang D (2005) A robust rational route to randomness in a simple asset pricing model. J Econ Dyn Control 29:1043–1072CrossRef
go back to reference Lengnick M, Wohltmann H-W (2013) Agent-based financial markets and New Keynesian macroeconomics: a synthesis. J Econ Interact Coord 8:1–32CrossRef Lengnick M, Wohltmann H-W (2013) Agent-based financial markets and New Keynesian macroeconomics: a synthesis. J Econ Interact Coord 8:1–32CrossRef
go back to reference Lengnick M, Wohltmann H-W (2016) Optimal monetary policy in a New Keynesian model with animal spirits and financial markets. J Econ Dyn Control 64:148–165CrossRef Lengnick M, Wohltmann H-W (2016) Optimal monetary policy in a New Keynesian model with animal spirits and financial markets. J Econ Dyn Control 64:148–165CrossRef
go back to reference Ludwig A, Slok T (2002) The impact of changes in stock prices and house prices on consumption in OECD countries. IMF Working paper, WP/02/1, January Ludwig A, Slok T (2002) The impact of changes in stock prices and house prices on consumption in OECD countries. IMF Working paper, WP/02/1, January
go back to reference Lux T (2009) Stochastic behavioral asset-pricing models and the stylized facts. In: Hens T, Schenk-Hoppé K (eds) Handbook of financial markets dynamics and evolution. Elsevier, Amsterdam, pp 162–217 Lux T (2009) Stochastic behavioral asset-pricing models and the stylized facts. In: Hens T, Schenk-Hoppé K (eds) Handbook of financial markets dynamics and evolution. Elsevier, Amsterdam, pp 162–217
go back to reference McMillan D (2013) Consumption and stock prices: evidence from a small international panel. J Macroecon 36:76–88CrossRef McMillan D (2013) Consumption and stock prices: evidence from a small international panel. J Macroecon 36:76–88CrossRef
go back to reference Naimzada AK, Pireddu M (2014) Dynamic behavior of product and stock markets with a varying degree of interaction. Econ Model 41:191–197CrossRef Naimzada AK, Pireddu M (2014) Dynamic behavior of product and stock markets with a varying degree of interaction. Econ Model 41:191–197CrossRef
go back to reference Naimzada AK, Pireddu M (2015) Real and financial interacting markets: a behavioral macro-model. Chaos Solitons Fract 77(4):111–131CrossRef Naimzada AK, Pireddu M (2015) Real and financial interacting markets: a behavioral macro-model. Chaos Solitons Fract 77(4):111–131CrossRef
go back to reference Nikolaidi M, Stockhammer E (2017) Minsky models: a structure survey. J Econ Surv 31(5):1304–1331CrossRef Nikolaidi M, Stockhammer E (2017) Minsky models: a structure survey. J Econ Surv 31(5):1304–1331CrossRef
go back to reference Poterba JM (2000) Stock market wealth and consumption. J Econ Perspect 148(2):99–118CrossRef Poterba JM (2000) Stock market wealth and consumption. J Econ Perspect 148(2):99–118CrossRef
go back to reference Proaño C (2011) Exchange rate determination, macroeconomic dynamics and stability under heterogeneous behavioral FX expectations. J Econ Behav Organ 77(2):177–188CrossRef Proaño C (2011) Exchange rate determination, macroeconomic dynamics and stability under heterogeneous behavioral FX expectations. J Econ Behav Organ 77(2):177–188CrossRef
go back to reference Proaño C (2013) Monetary policy rules and macroeconomic stabilization in small open economies under behavioral FX trading: insights from numerical simulations. Manch Sch 81(6):992–1011 Proaño C (2013) Monetary policy rules and macroeconomic stabilization in small open economies under behavioral FX trading: insights from numerical simulations. Manch Sch 81(6):992–1011
go back to reference Sordi S (2006) “Floors” and/or “ceilings” and the persistence of business cycles. In: Puu T, Sushko I (eds) Business cycle dynamics. Models and tools. Springer, Berlin, pp 277–298CrossRef Sordi S (2006) “Floors” and/or “ceilings” and the persistence of business cycles. In: Puu T, Sushko I (eds) Business cycle dynamics. Models and tools. Springer, Berlin, pp 277–298CrossRef
go back to reference Sordi S, Vercelli A (2006) Discretely proceeding from cycle to chaos on Goodwin’s path. Struct Change Econ Dyn 17(4):415–436CrossRef Sordi S, Vercelli A (2006) Discretely proceeding from cycle to chaos on Goodwin’s path. Struct Change Econ Dyn 17(4):415–436CrossRef
go back to reference Sordi S, Vercelli A (2014) Unemployment, income distribution and debt-financed investment in a growth cycle model. J Econ Dyn Control 48:325–348CrossRef Sordi S, Vercelli A (2014) Unemployment, income distribution and debt-financed investment in a growth cycle model. J Econ Dyn Control 48:325–348CrossRef
go back to reference Tramontana F, Gardini L, Dieci R, Westerhoff F (2009) The emergence of “bull and bear” dynamics in a nonlinear model of interacting markets. Discret Dyn Nat Soc Article ID 310471, 30 p Tramontana F, Gardini L, Dieci R, Westerhoff F (2009) The emergence of “bull and bear” dynamics in a nonlinear model of interacting markets. Discret Dyn Nat Soc Article ID 310471, 30 p
go back to reference Westerhoff F (2012) Interactions between the real economy and the stock market: a simple agent-based approach. Discret Dyn Nat Soc Article ID 504840, 21 p Westerhoff F (2012) Interactions between the real economy and the stock market: a simple agent-based approach. Discret Dyn Nat Soc Article ID 504840, 21 p
go back to reference Zambelli S (2011) Flexible accelerator economic systems as coupled oscillators. J Econ Surv 25(3):608–633CrossRef Zambelli S (2011) Flexible accelerator economic systems as coupled oscillators. J Econ Surv 25(3):608–633CrossRef
Metadata
Title
Investment behaviour and “bull & bear” dynamics: modelling real and stock market interactions
Authors
Serena Sordi
Marwil J. Dávila-Fernández
Publication date
09-01-2020
Publisher
Springer Berlin Heidelberg
Published in
Journal of Economic Interaction and Coordination / Issue 4/2020
Print ISSN: 1860-711X
Electronic ISSN: 1860-7128
DOI
https://doi.org/10.1007/s11403-019-00279-w

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