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CAM: Causal additive models, high-dimensional order search and penalized regression

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Standard

CAM : Causal additive models, high-dimensional order search and penalized regression. / Buehlmann, Peter; Peters, Jonas Martin; Ernest, Jan.

I: Annals of Statistics, Bind 42, Nr. 6, 12.2014, s. 2526-2556.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

Harvard

Buehlmann, P, Peters, JM & Ernest, J 2014, 'CAM: Causal additive models, high-dimensional order search and penalized regression', Annals of Statistics, bind 42, nr. 6, s. 2526-2556. https://doi.org/10.1214/14-AOS1260

APA

Buehlmann, P., Peters, J. M., & Ernest, J. (2014). CAM: Causal additive models, high-dimensional order search and penalized regression. Annals of Statistics, 42(6), 2526-2556. https://doi.org/10.1214/14-AOS1260

Vancouver

Buehlmann P, Peters JM, Ernest J. CAM: Causal additive models, high-dimensional order search and penalized regression. Annals of Statistics. 2014 dec;42(6):2526-2556. https://doi.org/10.1214/14-AOS1260

Author

Buehlmann, Peter ; Peters, Jonas Martin ; Ernest, Jan. / CAM : Causal additive models, high-dimensional order search and penalized regression. I: Annals of Statistics. 2014 ; Bind 42, Nr. 6. s. 2526-2556.

Bibtex

@article{670ff71311e745f1a13d442d72ad344f,
title = "CAM: Causal additive models, high-dimensional order search and penalized regression",
keywords = "Graphical modeling, intervention calculus, nonparametric regression, regularized estimation, sparsity, structural equation model",
author = "Peter Buehlmann and Peters, {Jonas Martin} and Jan Ernest",
year = "2014",
month = dec,
doi = "10.1214/14-AOS1260",
language = "English",
volume = "42",
pages = "2526--2556",
journal = "Annals of Statistics",
issn = "0090-5364",
publisher = "Institute of Mathematical Statistics",
number = "6",

}

RIS

TY - JOUR

T1 - CAM

T2 - Causal additive models, high-dimensional order search and penalized regression

AU - Buehlmann, Peter

AU - Peters, Jonas Martin

AU - Ernest, Jan

PY - 2014/12

Y1 - 2014/12

KW - Graphical modeling

KW - intervention calculus

KW - nonparametric regression

KW - regularized estimation

KW - sparsity

KW - structural equation model

U2 - 10.1214/14-AOS1260

DO - 10.1214/14-AOS1260

M3 - Journal article

VL - 42

SP - 2526

EP - 2556

JO - Annals of Statistics

JF - Annals of Statistics

SN - 0090-5364

IS - 6

ER -

ID: 165942127