How smart is a momentum strategy? An empirical study of Indian equities

IF 0.3 Q4 BUSINESS, FINANCE Algorithmic Finance Pub Date : 2023-03-10 DOI:10.3233/af-220399
Apurv Nigam, P. Pandey
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Abstract

Smart Beta Investing has revolutionized investment management field with the ability to offer higher returns with lower costs. The momentum factor in the Smart Beta universe often outperforms other popular factors, besides being well documented in the literature, it is found to be pervasive across different geographies and asset classes. In this paper, we implement a long-only momentum based investment strategy for the Indian equity markets that delivers superior risk-adjusted performance, derived upon comparing multiple strategies across time frames. Based on these tests, we find that the lagged 6-months’ compounded returns indicator with quarterly rebalancing can be used to generate the highest risk-adjusted performance.The paper also tests a related phenomenon called the Accelerated Effect of momentum as documented by Ardila et. al. (2021) for the Indian equity market, and finds that the accelerated momentum effect underperforms the traditional momentum both on an absolute and risk-adjusted basis.
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动量策略有多聪明?印度股票的实证研究
智能贝塔投资已经彻底改变了投资管理领域,能够以更低的成本提供更高的回报。Smart Beta宇宙中的动量因子通常优于其他流行因子,除了在文献中有充分的记录外,它还被发现在不同的地理位置和资产类别中普遍存在。在本文中,我们为印度股市实施了一种仅基于长期动量的投资策略,该策略通过比较不同时间段的多种策略,提供了卓越的风险调整绩效。基于这些测试,我们发现,具有季度再平衡的滞后6个月复合回报指标可以用于产生最高的风险调整绩效。该论文还测试了Ardila等人(2021)为印度股市记录的一种名为动量加速效应的相关现象,发现无论是在绝对还是在风险调整的基础上,加速动量效应都不如传统动量。
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来源期刊
Algorithmic Finance
Algorithmic Finance BUSINESS, FINANCE-
CiteScore
0.40
自引率
0.00%
发文量
6
期刊介绍: Algorithmic Finance is both a nascent field of study and a new high-quality academic research journal that seeks to bridge computer science and finance. It covers such applications as: High frequency and algorithmic trading Statistical arbitrage strategies Momentum and other algorithmic portfolio management Machine learning and computational financial intelligence Agent-based finance Complexity and market efficiency Algorithmic analysis of derivatives valuation Behavioral finance and investor heuristics and algorithms Applications of quantum computation to finance News analytics and automated textual analysis.
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