tnic peer event contagion
What it checks
When a stock similar to ours files an awful 8-K, ours often drifts down too over the next 1-3 weeks. We short alongside.
Mechanism
When a TNIC text-similar peer files a negative 8-K (bankruptcy, restatement, delisting, auditor change, material impairment), the focal ticker drifts negatively over 5-21 days. Salience under-reaction to shared product-market risk.
Signal rule
Negative 8-K item code (1.02/1.03/2.04/2.05/2.06/3.01/4.01/4.02) on TNIC peer -> SHORT focal T+1, hold 5/10/21d.
Data dependencies
daily_pricesAdjusted-close OHLCV for every US-listed ticker; primary price feed.
tnic_peersHoberg-Phillips text-based industry classification peer lists (annual).
sec_8k_eventsItem-coded 8-K events (1.01 material agreements, 4.02 non-reliance, etc.).
Expected edge
- Paper alpha
- 113 bps/mo (peer return basket)
- Paper window
- 1980-2005 (Cohen-Frazzini)
Event analog of Cohen-Frazzini 113 bps/mo customer-supplier alpha.
Related families
tnic momentum spilloverMomentumLee, Sun, Wang & Zhang (2023) RFS "Technology Spillovers and Cross-Predictability": the lagged 1-month return of a focal stock's TNIC-3 peer basket predicts the focal's next-month return. Sharpe 1.3, +9% annualised alpha after Fama-French 5. The signal is orthogonal to industry/sector momentum because TNIC peers cross industry boundaries (text-similarity, not SIC-similarity).
customer momentumAlt-DataWhen a firm's major customer has a return shock, the supplier's stock drifts in the same direction over the following month โ investors fail to update on the link. 113bps/month alpha.
competitor bad news relative longEntity-Graph / EventIn concentrated industries, severe bankruptcy / restatement events on one firm produce a *competitive* effect for surviving peers (share reallocation). Net +0.5% to +1.5% CAR over 5-20d.
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