Difference between stochastic and deterministic variable
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In deterministic models, the output of the model is fully determined by the parameter values and the initial conditions initial conditions. Stochastic models possess some inherent randomness. The same set of parameter values and initial conditions will lead to an ensemble of different outputs.
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