Flirting with Models

Vivek Viswanathan - Quant Equity in China (S4E10)

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Jul 5, 2021
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INSIGHT

More Disclosure Can Still Mean More Inefficiency

  • Mandatory disclosures do not automatically make China’s market efficient because retail investors drive roughly 80% of A-share volume.
  • Most participants neither read the releases nor process them algorithmically, leaving exploitable information gaps.
ADVICE

Keep Your Ear To The Ground In China

  • Track Chinese regulatory changes continuously because rules can alter short selling, IPO pricing, listing standards, and daily price limits.
  • Maintain local expertise when possible, while using news coverage to monitor changes that may create new signals.
INSIGHT

Characteristics Matter More Than Linear Factors

  • Return-predicting characteristics need not represent priced risk factors; they can be information about expected earnings that interacts nonlinearly.
  • This explains why characteristics, rather than covariances, often drive anomaly returns and why compressing them can reduce predictability.
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