Login
- Titel:
Graphical Representations for Algebraic Constraints of Linear Structural Equations Models
- Dokumenttyp:
- Konferenzbeitrag
- Autor(en):
- van Ommen, Thijs; Drton, Mathias
- Seitenangaben Beitrag:
- 409-420
- Abstract:
- The observational characteristics of a linear structural equation model can be effectively described by polynomial constraints on the observed covariance matrix. However, these polynomials can be exponentially large, making them impractical for many purposes. In this paper, we present a graphical notation for many of these polynomial constraints. The expressive power of this notation is investigated both theoretically and empirically.
- Dewey-Dezimalklassifikation:
- 510 Mathematik
- Kongress- / Buchtitel:
- Proceedings of Machine Learning Research
- Kongress / Zusatzinformationen:
- Proceedings of The 11th International Conference on Probabilistic Graphical Models
- Band / Teilband / Volume:
- 186
- Datum der Konferenz:
- 5.-7. Oktober 2022
- Verlag / Institution:
- MLResearchPress
- Publikationsdatum:
- 19.09.2022
- Jahr:
- 2022
- Quartal:
- 3. Quartal
- Jahr / Monat:
- 2022-09
- Monat:
- Sep
- E-ISBN:
- 2640-3498
- Sprache:
- en
- Erscheinungsform:
- WWW
- WWW:
- Proceedings of Machine Learning Research
- Semester:
- SS 22
- TUM Einrichtung:
- Lehrstuhl für Mathematische Statistik
- Format:
- Text
BibTeX