[GraceCat123]

Can we employ stochastic processes like the Poisson process to represent irregular data points? Are there any existing models for this?

[rdli]

A common strategy is interpolation. The challenge is that forecasting itself is a form of interpolation. So you're forecasting based on forecasted data.

[clircle]

I think a common “solution” is to use a Gaussian process model.