Prediction markets compress uncertainty into tradable prices.
StatMind studies how information, liquidity, participant behavior, and market rules shape price discovery in event-driven markets. We treat market prices as both a signal and a constraint: they reveal what participants believe, but they also define the environment in which any research must be evaluated.
Event-driven pricing
How discrete events are expressed as probabilities, and where that pricing is systematically imperfect.
Market-implied probability
Reading a clean probability out of a price, corrected for fees, spread, and market structure.
Liquidity and participation
Who is present, at what depth, and how that shapes what any view can actually express.
Price discovery
How new information is absorbed into price, and how quickly — or slowly — markets converge.
Tradability constraints
The limits — cost, depth, and structure — that decide whether a disagreement is worth acting on.
Responsible market participation
Participation on regulated venues, in accordance with their rules and applicable law.
We do not publish active market selection logic, timing rules, trade triggers, or strategy-specific parameters.