Journal article
Algebraic properties of {HTC}-identifiable graphs
- Abstract:
-
HTC-identifiable graphs are a large family of graphs known to be generically identifiable. We explore some algebraic properties of linear structural equation models that can be represented by an HTC-identifiable graph. In particular, we prove that all mixed graphs are HTC-identifiable if and only if all the regression coefficients can be recovered from the covariance matrix using straightforward linear algebra operations on specified equations. Furthermore, given an HTC-identifiable graph, we...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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Authors
Bibliographic Details
- Publisher:
- Mathematical Sciences Publishers Publisher's website
- Journal:
- Algebraic Statistics Journal website
- Volume:
- 13
- Issue:
- 1
- Pages:
- 19-39
- Publication date:
- 2022-12-04
- Acceptance date:
- 2022-06-07
- DOI:
- EISSN:
-
2693-3004
- ISSN:
-
2693-2997
Item Description
- Language:
- English
- Keywords:
- Pubs id:
-
1315150
- Local pid:
- pubs:1315150
- Deposit date:
- 2022-12-14
Terms of use
- Copyright date:
- 2022
- Notes:
- This is the accepted manuscript version of the article. The final version is available online from Mathematical Sciences Publishers at: https://doi.org/10.2140/astat.2022.13.19
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