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Volume-based liquidity ratios suffer from potential measurement bias due to share restriction and may misrepresent … actual liquidity. In this paper, we develop a modified metric, the free-float liquidity ratio. We argue that this measure is … better suited to estimate liquidity in the presence of trading constraints as can be found in family-owned businesses or …
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