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Berliner(1991)identified a number of difficulties in using the likelihood function within the Bayesian paradigm for state estimation of chaotic systems.Even when the equations of the system are given,he demonstrated chaotic likelihood functions of initial conditions and parameter values in the 1-D Logistic Map.