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Empirical Asset Pricing and Factor Investing / Implementable factor portfolios

Turnover and capacity

A paper information coefficient does not survive contact with the names the book must trade. Short-horizon forecasts are refreshed often, and the refresh is turnover. Turnover is the bridge from the sort to cost, and cost is higher where the book is small and illiquid. The turnover algebra and the capacity and market-impact notes already carry the formulas. This note attaches the reported book-to-price and cash-flow numbers to those formulas and states what the researcher is allowed to conclude about capacity.
Learning objectives. By the end of this note you should be able to:
  • tie information horizon to rebalance frequency, and rebalance frequency to turnover;
  • read cross-sectional score autocorrelation and quarterly turnover at a fixed tracking error as a pair;
  • separate passive drift from forecast-driven turnover;
  • refuse a capacity figure in assets under management that the extracts do not report, and still rank which leg of the book pays more to trade.

In this lesson

  1. Horizon, refresh, turnover
  2. What moves the weights when the forecast does not
  3. Capacity without an invented asset figure

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