Portfolio diversification using shape-based clustering

T Lim, CS Ong - Journal of Financial Data Science, 2021 - ink.library.smu.edu.sg
Portfolio diversification involves lowering the correlation between portfolio assets to achieve
improved risk–return exposure. It is reasonable to infer from the classic Anscombe quartet …

[PDF][PDF] Cost of Asset Allocation in Equity Market: How Much Do Investors Lose Due to Bad Asset Class Design?

WC Kim, Y Lee, YH Lee - The Journal of Portfolio Management, 2014 - researchgate.net
In investment processes, it is almost impossible to allocate wealth directly at a single-
security level in the huge investable universe. Consequently, investors divide the whole …

Portfolio management: A financial application of unsupervised shape-based clustering-driven machine learning method

T Lim, CS Ong - International Journal of Computing and Digital …, 2021 - journal.uob.edu.bh
To diversify, investors should avoid adding assets to their portfolio when their prices exhibit
high correlation. Industry diversification is a common portfolio diversification method. It is …

Financial Portfolio Management Based on Shaped-Based Unsupervised Machine Learning: A Dynamic Time Warping Baycenter Averaging Approach to International …

T Lim, H Ng - The Journal of Investing, 2022 - pm-research.com
Empirical evidence has shown that modern portfolio theory relating to diversification had
failed investors in the recent financial crises, times when investors would hope that …

The effect of portfolio optimization on the returns of listed companies at the Nairobi Securities Exchange

JO Ogutu - 2014 - erepository.uonbi.ac.ke
Portfolio optimization is the practice of determining the 'best'allocation of assets within a
portfolio in order to maximize returns at a given level of risk. The study aimed at establishing …

Optimal Building Blocks for Single-and Multi-period Investment Management

SY Kim - 2019 - koasas.kaist.ac.kr
Selection of the asset class is crucial to the performance in investment management. Some
studies have researched the asset allocation with modern portfolio theory and found that …

[PDF][PDF] 포트폴리오 최적화 기법을 활용한 분산 투자에 대한 이해

이용재 - researchgate.net
In this dissertation, we study a series of diversification strategies in order to improve the
understanding of the diversification of investments that was mathematically established by …