Constraints on domain of logpdf?

[jluoaz]

I want to sample from a PDF that has domain only on the positive reals. How would I indicate that in my implementation of the log PDF?

[brian-j-smith]

Define your log PDF function to return -Inf for any values that are outside the domain - non-positive reals in this case.