Analyzing outliers: robust methods to the rescue

Luca Greco, George Luta, Martin Krzywinski, Naomi S. Altman

Research output: Contribution to journalComment/debate

1 Citation (Scopus)

Abstract

Robust regression generates more reliable estimates by detecting and downweighting outliers.

Original languageEnglish (US)
Pages (from-to)275-276
Number of pages2
JournalNature methods
Volume16
Issue number4
DOIs
StatePublished - Apr 1 2019

All Science Journal Classification (ASJC) codes

  • Biotechnology
  • Biochemistry
  • Molecular Biology
  • Cell Biology

Cite this

Greco, L., Luta, G., Krzywinski, M., & Altman, N. S. (2019). Analyzing outliers: robust methods to the rescue. Nature methods, 16(4), 275-276. https://doi.org/10.1038/s41592-019-0369-z
Greco, Luca ; Luta, George ; Krzywinski, Martin ; Altman, Naomi S. / Analyzing outliers : robust methods to the rescue. In: Nature methods. 2019 ; Vol. 16, No. 4. pp. 275-276.
@article{e8de2433138d464fba4d0f23516a36fc,
title = "Analyzing outliers: robust methods to the rescue",
abstract = "Robust regression generates more reliable estimates by detecting and downweighting outliers.",
author = "Luca Greco and George Luta and Martin Krzywinski and Altman, {Naomi S.}",
year = "2019",
month = "4",
day = "1",
doi = "10.1038/s41592-019-0369-z",
language = "English (US)",
volume = "16",
pages = "275--276",
journal = "Nature Methods",
issn = "1548-7091",
publisher = "Nature Publishing Group",
number = "4",

}

Greco, L, Luta, G, Krzywinski, M & Altman, NS 2019, 'Analyzing outliers: robust methods to the rescue', Nature methods, vol. 16, no. 4, pp. 275-276. https://doi.org/10.1038/s41592-019-0369-z

Analyzing outliers : robust methods to the rescue. / Greco, Luca; Luta, George; Krzywinski, Martin; Altman, Naomi S.

In: Nature methods, Vol. 16, No. 4, 01.04.2019, p. 275-276.

Research output: Contribution to journalComment/debate

TY - JOUR

T1 - Analyzing outliers

T2 - robust methods to the rescue

AU - Greco, Luca

AU - Luta, George

AU - Krzywinski, Martin

AU - Altman, Naomi S.

PY - 2019/4/1

Y1 - 2019/4/1

N2 - Robust regression generates more reliable estimates by detecting and downweighting outliers.

AB - Robust regression generates more reliable estimates by detecting and downweighting outliers.

UR - http://www.scopus.com/inward/record.url?scp=85063614061&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85063614061&partnerID=8YFLogxK

U2 - 10.1038/s41592-019-0369-z

DO - 10.1038/s41592-019-0369-z

M3 - Comment/debate

C2 - 30923374

AN - SCOPUS:85063614061

VL - 16

SP - 275

EP - 276

JO - Nature Methods

JF - Nature Methods

SN - 1548-7091

IS - 4

ER -

Greco L, Luta G, Krzywinski M, Altman NS. Analyzing outliers: robust methods to the rescue. Nature methods. 2019 Apr 1;16(4):275-276. https://doi.org/10.1038/s41592-019-0369-z