Portfolio constructions in cryptocurrency market: A CVaR-based deep reinforcement learning approach

T Cui, S Ding, H Jin, Y Zhang - Economic Modelling, 2023 - Elsevier
Cryptocurrency markets have much larger tail risk than traditional financial markets, and
constructing portfolios with such large tail risk assets would be challenging. Therefore …

Distributionally robust mean-variance portfolio selection with Wasserstein distances

J Blanchet, L Chen, XY Zhou - Management Science, 2022 - pubsonline.informs.org
We revisit Markowitz's mean-variance portfolio selection model by considering a
distributionally robust version, in which the region of distributional uncertainty is around the …

A scalable algorithm for sparse portfolio selection

D Bertsimas, R Cory-Wright - INFORMS Journal on …, 2022 - pubsonline.informs.org
The sparse portfolio selection problem is one of the most famous and frequently studied
problems in the optimization and financial economics literatures. In a universe of risky …

Optimal portfolio diversification via independent component analysis

N Lassance, V DeMiguel, F Vrins - Operations Research, 2022 - pubsonline.informs.org
A natural approach to enhance portfolio diversification is to rely on factor-risk parity, which
yields the portfolio whose risk is equally spread among a set of uncorrelated factors. The …

A Multifactor Perspective on Volatility‐Managed Portfolios

V DeMiguel, A Martín‐utrera, R Uppal - The Journal of Finance, 2024 - Wiley Online Library
Moreira and Muir question the existence of a strong risk‐return trade‐off by showing that
investors can improve performance by reducing exposure to risk factors when their volatility …

Optimal portfolio choice with estimation risk: No risk-free asset case

R Kan, X Wang, G Zhou - Management Science, 2022 - pubsonline.informs.org
We propose an optimal combining strategy to mitigate estimation risk for the popular mean-
variance portfolio choice problem in the case without a risk-free asset. We find that our …

Harmful diversification: Evidence from alternative investments

E Platanakis, A Sakkas, C Sutcliffe - The British Accounting Review, 2019 - Elsevier
Alternative assets have become as important as equities and fixed income in the portfolios of
major investors, and so their diversification properties are also important. However, adding …

Large scale mean-variance strategies in the US stock market

L Pezzo, L Wang, D Zirek - Research in International Business and …, 2023 - Elsevier
We provide an extensive analysis of the profitability of large-scale Mean-Variance (MV)
strategies in the US stock market. Implementing MV strategies has never been so rewarding …

A shrinkage approach for Sharpe ratio optimal portfolios with estimation risks

F Kircher, D Rösch - Journal of Banking & Finance, 2021 - Elsevier
We consider the problem of maximizing the out-of-sample Sharpe ratio when portfolio
weights have to be estimated. We apply an improved bootstrap-based estimator, and an …

Which factor model? A systematic return covariation perspective

S Ahmed, Z Bu, L Symeonidis, D Tsvetanov - Journal of International Money …, 2023 - Elsevier
We examine which factor model best captures systematic return covariation by focusing on
the economic implications for portfolio risk control. The pairwise variance equality test and …