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KILLED · no stable cycle
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Markets carry a measurable dominant cycle (Ehlers); estimating its period and phase times entries at cycle troughs and exits at peaks.

Pick the period maximizing spectral power over a rolling window:

$$ \hat T = \arg\max_{T}\ \Big|\sum_{n} x_n\, e^{-2\pi i n / T}\Big|^{2} $$

Rolling DFT / Hilbert dominant-cycle on 1h bars across 30 symbols, enter on inferred cycle phase, costs applied.

Dominant period stabilitychanges every ~30 bars
Phase-timed entry Sharpe0.1
KILLED
Crypto has no persistent dominant cycle — the estimated period jumps continuously, so phase timing is noise. Cycles fit ex-post on any series; out-of-sample the period is not stable enough to act on.
A spectrum always has a peak. The question is whether that peak is the same one bar from now — for crypto prices, it is not.

We publish the failures too.

This is one of 100+ documented hypotheses. Browse the full lab notebook, or see the strategies that survived into production.