Linear Partial Differential Equations and Fourier Theory by Marcus Pivato is available online for free:
http://xaravve.trentu.ca/pivato/index.html
it is a good introductory book
I would like to construct a model using a markov chain that has different stochastic processes for each state in the chain. Is there a term for such a thing, or anything similar to it?
Thanks