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connected-stocks cohort propagation

Updated dailyData needs: highlong onlyshort onlylong short
paper
2014
Source
Anton & Polk 2014, Connected Stocks
Citation only, paper link pending.

In plain terms

Stocks held by the same group of funds tend to move together, so when a stock's peer group rallies but it lags behind, the strategy buys it expecting it to catch up.

How it works

Stocks that share many institutional owners co-move for non-fundamental reasons (correlated flow through shared fund baskets), and that co-movement is predictable. Built from the monthly N-PORT co-ownership graph, the family forms an overlap-weighted institutional cohort and trades the focal name catching up to (and later reverting from) its cohort's recent return.

No live results for this strategy yet. Charts appear once it has earned a top spot on at least one stock, either on its own or as part of a blend of several strategies.
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Data dependencies

  • Nport fund holdings

    A data feed this strategy reads, refreshed on its normal schedule.

  • Daily prices

    Adjusted-close OHLCV for every US-listed ticker; primary price feed.

Expected edge

A connected-peer long-short earns about 9 percent per year (Sharpe ~1.0, half-life ~6 months) as focal names propagate up to and later revert from their institutional cohort's non-fundamental flow.

Related families

Explore connected-stocks cohort propagation on alphactor.ai

See which tickers this family is currently firing on, with live signals and rankings.

For informational and educational purposes only. Not financial advice. Learn more