Gp Accrual Inflection Internal Pit
In plain terms
Research-only accepted-time fundamental policy. It is not production-approved or an established return effect.
How it works
internal_hypothesis: the GP-improvement x accrual-decline intersection is not a Novy-Marx 2013 or Sloan 1996 replication; frozen as an annual delta composite
Data dependencies
- Xbrl fundamental snapshots pit
A data feed this strategy reads, refreshed on its normal schedule.
- Xsec accounting factor signals
A data feed this strategy reads, refreshed on its normal schedule.
- Xsec fundamental formation manifests
A data feed this strategy reads, refreshed on its normal schedule.
- Stock borrow pit
A data feed this strategy reads, refreshed on its normal schedule.
Expected edge
No inherited alpha claim; evaluate this causal policy post-cost against identical-episode controls.
Related families
Companies with high gross profit / total assets keep beating peers — it's the cleanest measure of 'is this business actually good'.
Cash operating profit (backs out accrual fudges) over book equity is a sharper quality predictor than gross profit. Long the cash-rich.
Companies where ROE improvement is driven by margin gains (not leverage) outperform peers over the next year.
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