Politics & Elections · Quantitative#211

Candidate Drop-Out Hazard Model

Campaigns end for measurable reasons: money runs out, polling collapses below viability, staff depart, and the calendar reaches a state the candidate cannot win. Those inputs are all observable, and historical primaries give a clean base rate for exit timing given each condition. You build a survival model over the field and trade the nomination and drop-out markets, which routinely keep famous but non-viable candidates priced far above their real chance of continuing.

What you need to run it

Campaign finance filings, staff-departure reports and polling trajectories per candidate
Survival model fitted on drop-out timing from past primary cycles
Delegate-math tracking to know when continuing becomes mathematically pointless

Where this applies

Markets on Polymarket where candidate drop-out hazard model is the natural play:

Will this candidate drop out before Super Tuesday?
Will the field narrow to two candidates by March 2028?
Will the frontrunner win the nomination on the first ballot?

Capabilities this demands

Model / quantData ingestionManual research

At a glance

CategoryQuantitative

MarketPolitics & Elections

Requirements3

CapabilitiesModel / quant, Data ingestion, Manual research

VenuePolymarket (CLOB, Polygon)

Build it

Related politics & elections strategies

This is documentation, not advice. Poly Research & Robotics publishes how these strategies work because the method should be checkable — not as a recommendation to trade them. See the full strategy database (297 strategies) or the data feeds directory.