Abstract: Highlights•New paradigm for representing and manipulating stochastic processes.•Rigorous, versatile, compact, easy to use calculus.•Unifies continuous-time and discrete-time modelling.•Illustrated with applications in Economics, Engineering, Finance, and Statistics.•New result on the Margrabe option to exchange one defaultable asset for another.
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