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We are given a biased coin, where the (random) bias Θ is uniformly distributed on [0,1] . We toss this coin, until we see Heads for the first time. Our goal is to estimate Θ using our observation.

Find the LMS estimator ΘˆLMS for Θ . Your answer should be a function of N , the number of tosses up to and including the toss at which Heads were observed. (Make sure to use upper case N when entering your answer.)

Find E[Θ/ΘˆLMS]

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