Forecasting Canada's 2025 Vote
PartyForecast probability of winning
Conservative35.6%
Liberal34.7%

Would the Liberals, who won in 2021, also win Canada’s 2025 federal election?

I fit a logistic regression per party on 4,021 responses to the 2019 Canadian Election Study, then reweighted the predictions to the census population with post-stratification.

The model leaned Conservative by under one point, the reverse of my starting hypothesis, so it reads as a lean rather than a call.