Alpha Cloning – Following 13F Fillings

Portfolio managers can’t pick stocks – this is a common saying in the popular press and between proponents of index investments. But research shows it is not such an evident truth. Mutual/hedge fund managers, in reality, can pick stocks but are often too diversified, and their “best picks” therefore cannot deliver such a spectacular performance as the fund’s performance is dragged down by the rest of the portfolio.
The 13F Fillings Following system is based on the assumption that stocks in which mutual fund managers (and hedge fund managers) are mostly concentrated (their best ideas) are stocks that will outperform the broad equity index. SEC 13F fillings could be used to track top holdings positions in mutual funds.

Fundamental reason

Mutual fund managers must have highly diversified investment portfolios as current investment doctrine doesn’t recommend highly concentrated portfolios, and most investment managers have fear to divert significantly from the relevant benchmark.
But stocks which are managers’ “best ideas” (high-conviction positions) are often over-weighted in their portfolios. These are also usually stocks which are most understood by those managers. It is, therefore, fundamentally feasible to track those “best ideas”.

Get Premium Trading & Strategy Ideas

  • Unlocked Screener & Advanced Charts
  • 370+ uncommon trading strategy ideas
  • New strategies on a bi-weekly basis
  • 800+ links to academic research papers
  • 100+ out-of-sample backtests
Markets Traded
equities

Financial instruments
stocks

Confidence in anomaly's validity
Strong

Backtest period from source paper
1991-2005

Notes to Confidence in Anomaly's Validity

Indicative Performance
20.21%

Period of Rebalancing
Quarterly

Notes to Indicative Performance

per annum, 1.26% monthly alpha (geometrically annualized) over 4% risk free rate (estimated risk free rate), performance from table 2


Notes to Period of Rebalancing

Estimated Volatility
0%

Number of Traded Instruments
100

Notes to Estimated Volatility

not stated


Notes to Number of Traded Instruments

it depends on investor’s need for diversification (10-100)


Maximum Drawdown
0%

Complexity Evaluation
Moderately complex strategy

Notes to Maximum drawdown

not stated


Notes to Complexity Evaluation

Sharpe Ratio
0

Simple trading strategy

Create a universe of active mutual fund managers. Use 13F filings to identify the “best idea” stocks for each manager. Invest in the stocks, which are the “best ideas” for most of the managers.

Hedge for stocks during bear markets

No - The selected strategy is designed as a long-only; therefore, it can’t be used as a hedge against market drops as a lot of strategy’s performance comes from equity market premium (as the investor holds equities, therefore, his correlation to the broad equity market is very very high).

Source paper
Other papers

Get Quantpedia Premium

  • Unlocked Screener & Advanced Charts
  • 380+ uncommon trading strategy ideas
  • New strategies on a bi-weekly basis
  • 800+ links to academic research papers
  • 120+ out-of-sample backtests

Subscribe for Newsletter

Be first to know, when we publish new content


logo
The Encyclopedia of Quantitative Trading Strategies

Log in