Behavioral Heterogeneity in Return Expectations across Equity Style Portfolios

Revised version forthcoming in International Review of Finance

35 Pages Posted: 16 Oct 2018 Last revised: 11 Jun 2020

See all articles by Philip A. Stork

Philip A. Stork

Vrije Universiteit Amsterdam, School of Business and Economics; Tinbergen Institute

Milan Vidojevic

Northern Trust Corporation - Northern Trust Asset Management

Remco C. J. Zwinkels

Vrije Universiteit Amsterdam - School of Business and Economics; Tinbergen Institute

Date Written: September 24, 2018

Abstract

We estimate a heterogeneous agent model on five prominent equity investment styles - value, size, profitability, investment, and momentum - and find evidence for behavioral heterogeneity in expected return formation. Our model features two groups of boundedly rational investors, fundamentalists and chartists, whose demand functions for the investment styles depend on their respective expected style return forecasts. The fundamentalists form return expectations using a model based on time-varying stock-level characteristics and dynamic factor premia, and the chartists do so based on heuristics commonly employed by technical analysts, such as moving average rules. Our results cast doubt on the theories that assume perfect rationality of the representative agent in financial markets, and give support to the behavioral theories with heterogeneous agents.

Keywords: behavioral finance, heterogeneous agent models, style investing, asset pricing

JEL Classification: G11, G12, G14

Suggested Citation

Stork, Philip A. and Vidojevic, Milan and Zwinkels, Remco C.J., Behavioral Heterogeneity in Return Expectations across Equity Style Portfolios (September 24, 2018). Revised version forthcoming in International Review of Finance, Available at SSRN: https://ssrn.com/abstract=3254454 or http://dx.doi.org/10.2139/ssrn.3254454

Philip A. Stork

Vrije Universiteit Amsterdam, School of Business and Economics ( email )

De Boelelaan 1105
Amsterdam, 1081HV
Netherlands

Tinbergen Institute ( email )

Gustav Mahlerplein 117
Amsterdam, 1082 MS
Netherlands

Milan Vidojevic (Contact Author)

Northern Trust Corporation - Northern Trust Asset Management ( email )

50 South LaSalle Street
Chicago, IL 60603
United States

Remco C.J. Zwinkels

Vrije Universiteit Amsterdam - School of Business and Economics ( email )

De Boelelaan 1105
Amsterdam, 1081HV
Netherlands

HOME PAGE: http://https://research.vu.nl/en/persons/remco-zwinkels

Tinbergen Institute ( email )

Burg. Oudlaan 50
Rotterdam, 3062 PA
Netherlands

HOME PAGE: http://tinbergen.nl/person/1574/remco-zwinkels

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