Causal inference by using invariant prediction: identification and confidence intervals

Jonas Martin Peters; Peter Bühlmann; Nicolai Meinshausen

doi:10.1111/rssb.12167

Causal inference by using invariant prediction: identification and confidence intervals

Jonas Martin Peters, Peter Bühlmann, Nicolai Meinshausen

Originalsprog	Engelsk
Tidsskrift	Journal of the Royal Statistical Society, Series B (Statistical Methodology)
Vol/bind	78
Udgave nummer	5
Sider (fra-til)	947-1012
ISSN	1369-7412
DOI	https://doi.org/10.1111/rssb.12167
Status	Udgivet - 1 nov. 2016
Udgivet eksternt	Ja

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10.1111/rssb.12167

rssb.12167Forlagets udgivne version, 21,9 MB

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title = "Causal inference by using invariant prediction: identification and confidence intervals",

keywords = "Causal discovery, Causal inference, Confidence intervals, Invariant prediction",

author = "Peters, {Jonas Martin} and Peter B{\"u}hlmann and Nicolai Meinshausen",

year = "2016",

month = nov,

day = "1",

doi = "10.1111/rssb.12167",

language = "English",

volume = "78",

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journal = "Journal of the Royal Statistical Society, Series B (Statistical Methodology)",

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TY - JOUR

T1 - Causal inference by using invariant prediction: identification and confidence intervals

AU - Peters, Jonas Martin

AU - Bühlmann, Peter

AU - Meinshausen, Nicolai

PY - 2016/11/1

Y1 - 2016/11/1

KW - Causal discovery

KW - Causal inference

KW - Confidence intervals

KW - Invariant prediction

U2 - 10.1111/rssb.12167

DO - 10.1111/rssb.12167

M3 - Journal article

SN - 1369-7412

VL - 78

SP - 947

EP - 1012

JO - Journal of the Royal Statistical Society, Series B (Statistical Methodology)

JF - Journal of the Royal Statistical Society, Series B (Statistical Methodology)

IS - 5

ER -

Causal inference by using invariant prediction: identification and confidence intervals

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