AWhat changed
Proposed the Dantzig selector and established oracle-style error bounds under specified design and sparsity assumptions.
Scientific scope
The record is the exact two-author Annals of Statistics paper, circulated as a 2005 preprint and published in 2007. Its guarantees depend on explicit design and noise assumptions and do not cover every high-dimensional regression setting.
Evidence
The linked sources identify this contribution and its scope. WRS has not independently reconstructed the scientific claims. The record is the exact two-author Annals of Statistics paper, circulated as a 2005 preprint and published in 2007. Its guarantees depend on explicit design and noise assumptions and do not cover every high-dimensional regression setting.
Contributors
- Emmanuel Candès · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
- Terence Tao · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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