High-dimensional learning of linear causal networks via inverse covariance estimation

Metadata only

Author

Loh, Po-Ling

Bühlmann, Peter

Date

2014-10

Type

ETH Bibliography

yes

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Publication status

published

External links

Journal / series

Journal of Machine Learning Research

Volume

15(1)

Pages / Article No.

3065 - 3105

Publisher

Sparc

Subject

Causal inference; Dynamic programming; Identifiability; Inverse covariance matrix estimation; Linear structural equation models

Organisational unit

03502 - Bühlmann, Peter L. / Bühlmann, Peter L.

Notes

Submitted November 2013, Revised May 2014, Published October 2014.

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ETH Bibliography

yes

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Research Collection