60 years of portfolio optimization: Practical challenges and current trends

PN Kolm, R Tütüncü, FJ Fabozzi - European Journal of Operational …, 2014 - Elsevier
The concepts of portfolio optimization and diversification have been instrumental in the
development and understanding of financial markets and financial decision making. In light …

In Defense of Optimization: The Fallacy of 1/N

M Kritzman, S Page, D Turkington - Financial Analysts Journal, 2010 - Taylor & Francis
Previous research has shown that equally weighted portfolios outperform optimized
portfolios, which suggests that optimization adds no value in the absence of informed inputs …

A mean-VaR based deep reinforcement learning framework for practical algorithmic trading

B Jin - IEEE Access, 2023 - ieeexplore.ieee.org
It is difficult to automatically produce trading signals based on previous transaction data and
the financial status of assets because of the significant noise and unpredictability of capital …

In defense of portfolio optimization: What if we can forecast?

D Allen, C Lizieri, S Satchell - Financial Analysts Journal, 2019 - Taylor & Francis
We challenge the academic consensus that estimation error makes mean–variance portfolio
strategies inferior to passive equal-weighted approaches. We demonstrate analytically, via …

Testing rebalancing strategies for stock-bond portfolios across different asset allocations

H Dichtl, W Drobetz, M Wambach - Applied Economics, 2016 - Taylor & Francis
We compare the risk-adjusted performance of stock–bond portfolios between rebalancing
and buy-and-hold across different asset allocations by reporting statistical significance …

[BOOK][B] The new science of asset allocation: risk management in a multi-asset world

T Schneeweis, GB Crowder, HB Kazemi - 2010 - books.google.com
A feasible asset allocation framework for the post 2008 financial world Asset allocation has
long been a cornerstone of prudent investment management; however, traditional allocation …

Sector rotation with macroeconomic factors

J Chong, GM Phillips - The Journal of Wealth Management, 2015 - search.proquest.com
Implementing sector rotation strategies with a set of low-frequency economic measures, the
authors construct long-only sector exchange traded fund (ETF) portfolios that respond …

[PDF][PDF] Portfolio optimization with noisy covariance matrices

J Menchero, L Ji - Journal of Investment Management, 2019 - joim.com
In this paper, we explore the effect of sampling error in the asset covariance matrix when
constructing portfolios using mean–variance optimization. We show that as the covariance …

Tactical asset allocation with macroeconomic factors

J Chong, GM Phillips - The Journal of Wealth Management, 2014 - search.proquest.com
Since the onset of the Great Recession in 2008, the practice of tactical asset allocation has
received increased interest from practitioners. Though commonly used in conjunction with …

The graceful aging of mean-variance optimization

M Kritzman - Journal of Portfolio Management, 2011 - search.proquest.com
Mean-variance optimization is about to begin its 60th year and by all accounts it has aged
extremely well. Originally proposed by Markowitz (1952), it was not until the mid-1970s that …