The pricing of liquidity risk on the Shanghai stock market

Tsung wu Ho, Shu Hwa Chang

Research output: Contribution to journalArticlepeer-review

19 Citations (Scopus)


This study investigates whether liquidity is a source of priced systematic risk in stock returns of the Shanghai stock market in China. It is found that the cross-sectional expected stock returns are related to the sensitivities of returns to fluctuations in aggregate market liquidity. This research contributes to the literature in two ways: First, in addition to conventional portfolio sorting of liquidity beta quintiles, the threshold estimates of portfolio regimes are examined, that is, portfolios are sorted by estimated liquidity betas; the usefulness of threshold portfolio sorting is confirmed, which further confirms that liquidity risk is substantially priced. Second, among four liquidity measures, the Pastor and Stambaugh (2003) and Amihud measures outperform others in identifying the liquidity risk premium. Moreover, evidence from quantile regression provides robust confirmation of the results.

Original languageEnglish
Pages (from-to)112-130
Number of pages19
JournalInternational Review of Economics and Finance
Publication statusPublished - 2015 Jul 1
Externally publishedYes


  • Asset pricing
  • Liquidity
  • Liquidity risk premium
  • Quantile regression
  • Threshold portfolio sorting

ASJC Scopus subject areas

  • Finance
  • Economics and Econometrics


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