Portfolio optimization with behavioural preferences and investor memory

نویسندگان

چکیده

In this paper, we investigate the performance of behavioural portfolio strategies. We incorporate short-term and long-term memory investor, thus recasting choice process in a dynamic setting. evaluate out-of-sample investor relation to both naïve who invests an equally weighted rational maximises expected mean-variance utility. report number findings. First, from utility perspective, neither nor CPT achieves risk-adjusted return or certainty equivalent that significantly outperforms investor. Second, investors. Third, typically displays highly concentrated, lottery-like asset allocations, low turnover stable allocations. Fourth, addition investor's into increases diversification turnover, leading improved investment performance. Finally, by allocating more weight positively skewed assets increasing concentration, probability weighting function has impact than on Our results are robust reference return, estimation sample size, estimates, constraints.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Continuous-time portfolio optimisation for a behavioural investor with bounded utility on gains

This paper examines an optimal investment problem in a continuous-time (essentially) complete financial market with a finite horizon. We deal with an investor who behaves consistently with principles of Cumulative Prospect Theory, and whose utility function on gains is bounded above. The well-posedness of the optimisation problem is trivial, and a necessary condition for the existence of an opt...

متن کامل

TRINITY COLLEGE Global Portfolio Selection: The Case of an Investor with Mean-Variance Preferences

The aim of this paper is to assess the performance of the Markowitz meanvariance framework over a thirty year time frame and address the question of; How should an investor optimally allocate their capital?. The effect of risk reduction by incorporating a Bayes-Stein estimator is also investigated. The performance of the framework is concluded by the out-ofsample performance of the mean-varianc...

متن کامل

Risk Preferences and Loss Aversion in Portfolio Optimization

Traditionally, portfolio optimization is associated with finding the ideal trade-off between return and risk by maximizing the expected utility. Investor’s preferences are commonly assumed to follow a quadratic or power utility function, and asset returns are often assumed to follow a Gaussian distribution. Investment analysis has therefore long been focusing on the first two moments of the dis...

متن کامل

A Stochastic Portfolio Optimization Model with Complete Memory

In this paper we consider a portfolio optimization problem of the Merton’s type with complete memory over a finite time horizon. The problem is formulated as a stochastic control problem on a finite time horizon and the state evolves according to a process governed by a stochastic process with memory. The goal is to choose investment and consumption controls such that the total expected discoun...

متن کامل

A Stochastic Portfolio Optimization Model with Bounded Memory

This paper considers a portfolio management problem of Merton’s type in which the risky asset return is related to the return history. The problem is modeled by a stochastic system with delay. The investor’s goal is to choose the investment control as well as the consumption control to maximize his total expected, discounted utility. Under certain situations, we derive the explicit solutions in...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: European Journal of Operational Research

سال: 2022

ISSN: ['1872-6860', '0377-2217']

DOI: https://doi.org/10.1016/j.ejor.2021.04.044