Conditional likelihood of an initialized Gaussian AR(2) process

ID: conditional-likelihood-of-an-initialized-gaussian-ar-2-process

With two fixed initial states and iid N(0,1) errors, the parameter likelihood is the product of conditional transition densities. For , it is proportional to . The initial observation is a point mass and the first nonzero observation has a parameter-independent likelihood term.

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