52-week-high momentum

MomentumIntermediate

This momentum rule ranks stocks by how close they are to their 52-week high, not by their past return. George and Hwang argued that nearness to the high is a useful way to describe the momentum effect. The portfolio buys the names nearest their highs and shorts the names farthest from them, then holds for a medium horizon.

Not investment advice. Nothing here is a recommendation to buy or sell anything. Backtests and historical studies are not guarantees, and a rule that worked in one sample can fail in the next. Trading can lose money. Links are for education, not endorsements. Do your own research.

Rules
Each month, measure price divided by the highest price of the past 252 sessions. Buy the top decile and short the bottom decile in a liquid universe, skipping names under a price or volume floor. Hold about six months, or rebalance monthly with overlap. Do not confuse this with buying a Donchian breakout on one chart and holding it for a day.
Where AI fits
AI can build the 252-day high without survivorship bias, dropping names that were not listed at the signal. It can compare this ranking with a 12-minus-1-month return ranking to see whether the holdings differ. The comparison should use the same costs and the same universe.
Markets
Liquid stocks. The academic versions use broad U.S. universes.
Timeframes
Monthly rebalance, six-month holding in the classic design.
Risks
Names at the high can be crowded and can gap on earnings. Shorts of broken stocks are hard to borrow and can rally violently. The rule lags a crash because the high stays in the window for a year. It is related to other momentum sorts even though the input differs.

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