maximum likelihood estimation in Matlab

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Hi everybody, I want to estimate my sequence [+1 +1 +1 -1 -1 +1 … -1 -1 +1] with the maximum likelihood estimator. anybody knows how I could do it? Thanks a lot in advance.

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