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Minimax Risk and Uniform Convergence Rates for Nonparametric Dyadic Regression

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NBER2021-03-01 更新2025-01-04 收录
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We study nonparametric regression in a setting where N(N-1) dyadic outcomes are observed for N randomly sampled units. Outcomes across dyads sharing a unit in common may be dependent (i.e., our dataset exhibits dyadic dependence). We present two sets of results. First, we calculate lower bounds on

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2021-03-01
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