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This matrix representation is crucial for studying the theoretical properties of local regression estimates. With appropriate definitions of the design and weight matrices, it immediately generalizes to the multiple-predictor setting.
==Selection Issues: Bandwidth, local model,
Implementation of local regression requires specification and selection of several components:
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