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non-linear effect
non-linear effect
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local linear estimator
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confidence interval
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additive model
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hypothesis testing
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high-dimensional inference
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Papers
Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
JMLR 2026
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