Companies with highly predictable and stable earnings
Companies with highly predictable and stable earnings
Quality investing was formalized by Robert Novy-Marx in his influential 2013 paper 'The Other Side of Value', which demonstrated that gross profitability is a strong predictor of returns. The approach builds on earlier work by Joseph Piotroski (F-Score, 2000) and Joel Greenblatt's 'Magic Formula' combining quality and value metrics. Warren Buffett's evolution from pure Graham-style value investing toward 'wonderful companies at fair prices' also embodies the quality philosophy. Fama and French added profitability as a factor in their Five-Factor Model (2015), providing academic validation.
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Lower-risk profile — expect smaller drawdowns in exchange for more modest returns.
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Important disclaimer
Backtested KPIs are estimates derived from historical data and do not guarantee future returns. Markets carry risk of loss.
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