QUANTITATIVE RESEARCH

From events
to evidence.

Research into market structure, observable liquidity and the information lost when event histories are reduced to snapshots.

Orders and events

An order book records outstanding buy and sell orders, including price and quantity. Additions, cancellations and executions change that state. Different event paths can produce the same displayed totals, while leaving a particular order with different quantities ahead of it in the queue.

Read the preprint overview

Preliminary observations

The QNTUSDT material reviews seven historical quote snapshots. Read the transcribed values alongside the calculation conventions, source notes and limitations.

Read the preliminary note

Reproducible examples

Aurora Lab uses constructed inputs to make assumptions about event order and queue priority visible. Change one condition, compare the result and inspect the accompanying explanation.

Open Aurora Lab

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