Portfolio optimization using robust mean absolute deviation model: Wasserstein metric approach

Z Hosseini-Nodeh, R Khanjani-Shiraz… - Finance Research …, 2023 - Elsevier
Portfolio optimization can lead to misspecified stock returns that follow a known distribution.
To investigate tractable formulations of the portfolio selection problem, we study these …

The price of risk based on multilinear measures

P Angelini, F Maturo - International Review of Economics & Finance, 2022 - Elsevier
In this paper, the price of risk measuring how risk and return can be traded off in making
portfolio choices is based on multilinear indices that are obtained by using a multilinear and …

Risk averse decision making under catastrophic risk

B Grechuk, M Zabarankin - European Journal of Operational Research, 2014 - Elsevier
A nonstandard probabilistic setting for modeling of the risk of catastrophic events is
presented. It allows random variables to take on infinitely large negative values with non …

Statistical decision problems

M Zabarankin, S Uryasev - AMC, 2014 - Springer
In an abstract form, statistical decision making is an optimization problem that uses available
statistical data as an input and optimizes an objective function of interest with respect to …

Optimization of the mean-absolute deviation portfolio investment in some mining stocks using the singular covariance matrix method

E Carnia - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
Investing in mining stocks, investors often face risk problems. Usually to minimize risk, it is
done by forming an investment portfolio. This paper aims to discuss the optimization of the …

Optimization with stochastic preferences based on a general class of scalarization functions

N Noyan, G Rudolf - Operations Research, 2018 - pubsonline.informs.org
It is of crucial importance to develop risk-averse models for multicriteria decision making
under uncertainty. A major stream of the related literature studies optimization problems that …

[PDF][PDF] Portfolio Optimization of the Mean-Absolute Deviation Model of Some Stocks using the Singular Covariance Matrix

S Kalfin, E Carnia - International Journal of Recent Technology and …, 2019 - academia.edu
Investing in the stock sector, investors often face risk problems. Usually, forming an
investment portfolio is done to minimize risk. In this research, investment portfolio …

Direct data-based decision making under uncertainty

B Grechuk, M Zabarankin - European Journal of Operational Research, 2018 - Elsevier
In a typical one-period decision making model under uncertainty, unknown consequences
are modeled as random variables. However, accurately estimating probability distributions …

Inverse portfolio problem with coherent risk measures

B Grechuk, M Zabarankin - European Journal of Operational Research, 2016 - Elsevier
In general, a portfolio problem minimizes risk (or negative utility) of a portfolio of financial
assets with respect to portfolio weights subject to a budget constraint. The inverse portfolio …

Synergy effect of cooperative investment

B Grechuk, M Zabarankin - Annals of Operations Research, 2017 - Springer
Cooperative investment consists of two problems: finding an optimal cooperative investment
strategy and fairly dividing investment outcome among participating agents. In general, the …