Percent Accruals and Stock Mispricing

EPISODE · Nov 22, 2025 · 11 MIN

Percent Accruals and Stock Mispricing

from Papers With Backtest: An Algorithmic Trading Journey · host Papers With Backtest

Are you ready to challenge the conventional wisdom of trading metrics? In this episode of the Papers With Backtest: An Algorithmic Trading Journey podcast, we dive deep into the groundbreaking 2010 research paper "Percent Accruals" by Hasala, Lundholm, and Van Winkle, which proposes a revolutionary approach to understanding accruals in trading. Hosts #0 and #1 dissect the implications of this new metric, questioning whether it can indeed outperform traditional methods in identifying mispriced stocks.Join us as we unravel the complexities of the traditional accrual strategy, which typically involves calculating net income minus cash from operations and dividing that figure by average total assets. We'll contrast this with the innovative percent accruals method, which utilizes the absolute value of net income for its calculations. This episode not only highlights the theoretical underpinnings of these methods but also presents compelling backtest results that demonstrate how percent accruals yield significantly better returns, especially on the long side. Could this be the key to refining your trading strategy?As we explore the implications of adopting percent accruals for stock selection, we emphasize the critical distinction between cash and accrual components in earnings. Our discussion is rich with insights that challenge traditional trading paradigms, making it essential listening for any serious trader or investor looking to enhance their algorithmic trading toolkit. The potential advantages of percent accruals over established methods could reshape your approach to stock analysis, and we’re here to guide you through this transformative journey.Whether you're an experienced trader or just starting to explore the world of algorithmic trading, this episode of Papers With Backtest is packed with valuable insights that can elevate your trading strategies. Tune in to discover how a simple shift in perspective on accruals can lead to more informed decision-making and potentially higher returns. Don't miss out on this opportunity to redefine your approach to trading metrics and enhance your algorithmic strategies!Subscribe now and join the conversation as we navigate the evolving landscape of trading metrics and uncover the secrets behind the power of percent accruals. Your journey into more effective trading starts here!Hosted on Ausha. See ausha.co/privacy-policy for more information.

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Percent Accruals and Stock Mispricing

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