Statistical and computational trade-offs in estimation of sparse principal components

Tengyao Wang, Quentin Berthet, Richard J. Samworth

Open source

DOI: 10.1214/15-aos1369
Published: 2016-10-01
Container: The Annals of Statistics
Publisher: Institute of Mathematical Statistics
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1214/15-aos1369,
  title = {Statistical and computational trade-offs in estimation of sparse principal components},
  author = {Tengyao Wang and Quentin Berthet and Richard J. Samworth},
  year = {2016},
  journal = {The Annals of Statistics},
  doi = {10.1214/15-aos1369},
  url = {https://doi.org/10.1214/15-aos1369}
}

RIS

TY  - JOUR
TI  - Statistical and computational trade-offs in estimation of sparse principal components
AU  - Tengyao Wang
AU  - Quentin Berthet
AU  - Richard J. Samworth
PY  - 2016
JO  - The Annals of Statistics
DO  - 10.1214/15-aos1369
UR  - https://doi.org/10.1214/15-aos1369
ER  -

APA

Wang, T., Berthet, Q., & Samworth, R. J. (2016). Statistical and computational trade-offs in estimation of sparse principal components. The Annals of Statistics. https://doi.org/10.1214/15-aos1369

Source records

crossref · retrieved 2026-09-25T12:54:02.892Z