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Ultra-high-dimensional spot support screening in continuous-time regression

Zhu, Haibin
arXiv (All) · Papers
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methodologystatistics-theory
We study variable screening for high-frequency continuous-time regression, targeting the support of the spot regression coefficient. We establish uniform entrywise bounds for local estimates of the marginal correlation vector and covariate correlation matrix under coordinatewise truncation and finit
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