Analyzing outliers: robust methods to the rescue

Luca Greco; George Luta; Martin Krzywinski; Naomi Altman

doi:10.1038/s41592-019-0369-z

Analyzing outliers: robust methods to the rescue

Luca Greco
, George Luta
, Martin Krzywinski
, Naomi Altman

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Research output: Contribution to journal › Comment/debate › peer-review

27 Scopus citations

Abstract

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

Original language	English (US)
Pages (from-to)	275-276
Number of pages	2
Journal	Nature methods
Volume	16
Issue number	4
DOIs	https://doi.org/10.1038/s41592-019-0369-z
State	Published - Apr 1 2019

All Science Journal Classification (ASJC) codes

Biotechnology
Biochemistry
Molecular Biology
Cell Biology

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10.1038/s41592-019-0369-z

Cite this

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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 Naomi Altman",

year = "2019",

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doi = "10.1038/s41592-019-0369-z",

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journal = "Nature methods",

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T1 - Analyzing outliers

T2 - robust methods to the rescue

AU - Greco, Luca

AU - Luta, George

AU - Krzywinski, Martin

AU - Altman, Naomi

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.

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UR - https://www.scopus.com/pages/publications/85063614061#tab=citedBy

U2 - 10.1038/s41592-019-0369-z

DO - 10.1038/s41592-019-0369-z

M3 - Comment/debate

C2 - 30923374

AN - SCOPUS:85063614061

SN - 1548-7091

VL - 16

SP - 275

EP - 276

JO - Nature methods

JF - Nature methods

IS - 4

ER -

Analyzing outliers: robust methods to the rescue

Abstract

All Science Journal Classification (ASJC) codes

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