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References

Methodology

Every Kairos analytic traces back to an authoritative primary source. The citation index below names every paper, white paper, and specification the dispatch path reads.

CBOE Volatility Index Methodology White Paper (current revision).

Open reference

Options-market trade conditions and aggressor-classification specification (industry standard).

Open reference

Black, F. & Scholes, M. (1973). Hull, J.C. Options, Futures, and Other Derivatives, §15 / §19.

Open reference

Lee, C.M.C. & Ready, M.J. (1991), Inferring Trade Direction from Intraday Data, Journal of Finance 46(2), 733-746.

Open reference

Easley, D., Lopez de Prado, M.M. & O'Hara, M. (2012), Flow Toxicity and Liquidity in a High-Frequency World, Review of Financial Studies 25(5), 1457-1493.

Open reference

Rolling N-window mean / standard deviation against a sample-z-score baseline; HVOL / 52WkHi / 52WkLo parity.