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What is Statistical Machine Learning Homework 4 Solutions about?

- The document is a homework assignment for a statistical machine learning course that provides solutions to 3 problems. - Problem 1 involves analyzing independence statements and causal relationships implied by a directed graph with 5 nodes. - Problem 2 derives upper and lower bounds for the minimax risk of estimating a multivariate Bernoulli distribution from data. The upper bound is O(√log(d)/n) and the lower bound is Ω(√log(d)/n). - Problem 3 shows that the minimax rate for estimating a parametric mo

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