Question: 4. (2 points) Here is an alternative way to estimate F2. Let h1,..., hd be hash functions from [1, N] to [1, N), randomly chosen

 4. (2 points) Here is an alternative way to estimate F2.

4. (2 points) Here is an alternative way to estimate F2. Let h1,..., hd be hash functions from [1, N] to [1, N), randomly chosen from a 4-wise independent family. Let c[r][i] = Ej:h+6)=i fj. Suppose that w is an even integer. For each re [1, d), let w/2 er = (c[r][21] c[+][2i 1]). i=1 The algorithm will output the median of 1, ..., ed as the estimate of F2. Show the following: E [21] = F2. 4. (2 points) Here is an alternative way to estimate F2. Let h1,..., hd be hash functions from [1, N] to [1, N), randomly chosen from a 4-wise independent family. Let c[r][i] = Ej:h+6)=i fj. Suppose that w is an even integer. For each re [1, d), let w/2 er = (c[r][21] c[+][2i 1]). i=1 The algorithm will output the median of 1, ..., ed as the estimate of F2. Show the following: E [21] = F2

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