Multivariate portfolio optimization under illiquid market prospects: a review of theoretical algorithms and practical techniques for liquidity risk management
MAM Al Janabi - Journal of Modelling in Management, 2021 - emerald.com
Purpose This study aims to examine the theoretical foundations for multivariate portfolio
optimization algorithms under illiquid market conditions. In this study, special emphasis is …
optimization algorithms under illiquid market conditions. In this study, special emphasis is …
Computational approaches and data analytics in financial services: A literature review
The level of modeling sophistication in financial services has increased considerably over
the years. Nowadays, the complexity of financial problems and the vast amount of data …
the years. Nowadays, the complexity of financial problems and the vast amount of data …
Liquidity-adjusted value-at-risk optimization of a multi-asset portfolio using a vine copula approach
This paper develops a novel approach to assess liquidity-adjusted Value-at-Risk (LVaR)
optimization of multi-asset portfolios based on vine copulas and LVaR models. This …
optimization of multi-asset portfolios based on vine copulas and LVaR models. This …
[HTML][HTML] Fifty years of portfolio optimization
The allocation of resources to alternative investment opportunities is one of the most
important decisions organizations and individuals face. These decisions can be guided by …
important decisions organizations and individuals face. These decisions can be guided by …
Optimization algorithms and investment portfolio analytics with machine learning techniques under time-varying liquidity constraints
MAM Al Janabi - Journal of Modelling in Management, 2022 - emerald.com
Purpose This paper aims to examine from commodity portfolio managers' perspective the
performance of liquidity adjusted risk modeling in assessing the market risk parameters of a …
performance of liquidity adjusted risk modeling in assessing the market risk parameters of a …
Corporate credit risk counter-cyclical interdependence: A systematic analysis of cross-border and cross-sector correlation dynamics
Sectoral corporate credit risk interlinkages constitute a highly topical issue for the systemic
risk considerations of policymakers and market practitioners. We reveal the macroeconomic …
risk considerations of policymakers and market practitioners. We reveal the macroeconomic …
Forecasting of dependence, market, and investment risks of a global index portfolio
J Arreola Hernandez, MAM Al Janabi - Journal of Forecasting, 2020 - Wiley Online Library
This paper undertakes an in‐sample and rolling‐window comparative analysis of
dependence, market, and portfolio investment risks on a 10‐year global index portfolio of …
dependence, market, and portfolio investment risks on a 10‐year global index portfolio of …
Measuring market and credit risk under Solvency II: Evaluation of the standard technique versus internal models for stock and bond markets
Abstract The 2008–2009 Global Financial Crisis (GFC) has swayed regulators to set forth
the Solvency II agreement for determining Solvency Capital Requirement (SCR) for …
the Solvency II agreement for determining Solvency Capital Requirement (SCR) for …
Pricing of time-varying illiquidity within the Eurozone: Evidence using a Markov switching liquidity-adjusted capital asset pricing model
This paper investigates time-varying characteristics of illiquidity and the pricing of its risk
using a liquidity-adjusted capital asset pricing model (L-CAPM). Collecting data from a pool …
using a liquidity-adjusted capital asset pricing model (L-CAPM). Collecting data from a pool …
Is optimum always optimal? A revisit of the mean‐variance method under nonlinear measures of dependence and non‐normal liquidity constraints
MAM Al Janabi - Journal of Forecasting, 2021 - Wiley Online Library
We develop a model for optimizing multiple‐asset portfolios with semi‐parametric liquidity‐
adjusted value‐at‐risk (LVaR), whereby linear correlations are substituted by the …
adjusted value‐at‐risk (LVaR), whereby linear correlations are substituted by the …