Research · Exp(Quant)
exp(Quant)
Research notes

Published as found, negatives included

Most quantitative research dies quietly. We publish ours, positive or not, because the discipline that kills a weak signal in backtest is the same discipline that protects capital in production. Each note below is a complete study: the question, the test design, the statistics, and a fixed verdict.

Note 03
June 2026 series

Alt-data signals at institutional scale

We scaled three free alternative-data signals from 10-name panels to a 500-name universe: 18 test cells, tens of thousands of position decisions each. Nothing clears the significance bar, the small-panel anomalies dissolve, and the research line closes with a measured answer rather than an open question.

alternative data · equities
18 backtests · verdict: closed
Note 02
June 2026 series

Which way do alternative-data signals point?

Insider buying is good, bad news is bad, an expensive borrow is a warning, or so the textbook says. A symmetric sign test across 58 backtests finds two of the three assumptions are backwards, and the one that survives fails a pre-registered confirmation.

alternative data · equities
58 backtests · pre-registered
Note 01
June 2026 series

Does alternative data improve a simple trend model?

Three free alt-data overlays (insider filings, news sentiment, borrow fees) applied to a single-name trend rule, scored with honest conditional statistics. No overlay adds significant return, and the trend rule itself loses to holding the index.

alternative data · trend
36 backtests · sweep