Talk:Causal graph

Statistics Mid‑importance

	This article is within the scope of WikiProject Statistics, a collaborative effort to improve the coverage of statistics on Wikipedia. If you would like to participate, please visit the project page, where you can join the discussion and see a list of open tasks.StatisticsWikipedia:WikiProject StatisticsTemplate:WikiProject StatisticsStatistics
Mid	This article has been rated as Mid-importance on the importance scale.

Systems High‑importance

	Systems science portal This article is within the scope of WikiProject Systems, which collaborates on articles related to systems and systems science.SystemsWikipedia:WikiProject SystemsTemplate:WikiProject SystemsSystems
High	This article has been rated as High-importance on the project's importance scale.
	This article is not associated with a particular field. Fields are listed on the template page.

Science High‑importance

	Science portal This article is within the scope of WikiProject Science, a collaborative effort to improve the coverage of Science on Wikipedia. If you would like to participate, please visit the project page, where you can join the discussion and see a list of open tasks.ScienceWikipedia:WikiProject ScienceTemplate:WikiProject Sciencescience
High	This article has been rated as High-importance on the project's importance scale.

Medicine Mid‑importance

	Medicine portal This article is within the scope of WikiProject Medicine, which recommends that medicine-related articles follow the Manual of Style for medicine-related articles and that biomedical information in any article use high-quality medical sources. Please visit the project page for details or ask questions at Wikipedia talk:WikiProject Medicine.MedicineWikipedia:WikiProject MedicineTemplate:WikiProject Medicinemedicine
Mid	This article has been rated as Mid-importance on the project's importance scale.

Articles for creation

	This article was reviewed by member(s) of WikiProject Articles for creation. The project works to allow users to contribute quality articles and media files to the encyclopedia and track their progress as they are developed. To participate, please visit the project page for more information.Articles for creationWikipedia:WikiProject Articles for creationTemplate:WikiProject Articles for creationAfC
	This article was accepted on 22 December 2014 by reviewer Mz7 (talk · contribs).

Merge to Directed Acyclic Graph

The following discussion is closed. Please do not modify it. Subsequent comments should be made in a new section. A summary of the conclusions reached follows.

The result of this discussion was Don't merge. AVM2019 (talk) 06:47, 8 December 2019 (UTC)[reply]

This article was nominated for merging with Directed Acyclic Graph on November 2019. The result of the discussion (permanent link) was Don't merge.

The term Causal Graph appears to denote in narrower subject areas what is more generally known as the Directed Acyclic Graph. It is striking for me as a reader to find no mention or reference to Directed Acyclic Graphs in this article. It would make more sense to me if these terms were used interchangeably, thereby combining clear and precise physical intuition with the rigour of mathematical description. Of course, we are here not to change things, but to simply document them. Therefore, I appeal to experts in the respective subject areas to consider merging the articles, or, at the very least, editing this article to reflect that it refers to a subject-specific application of the concept known as the Directed Acyclic Graph. AVM2019 (talk) 20:55, 20 November 2019 (UTC)[reply]

Incorrect. It denotes a graphical model, which is not just a graph, but a piece of information that describes both a graph and a probability distribution. And the illustrations in this article include bidirectional arrows, making it very clear that the graphs described in this article are not intended to be restricted to directed and acyclic graphs. Therefore, I oppose this proposed merge. —David Eppstein (talk) 21:42, 20 November 2019 (UTC)[reply]

I agree with DE -- possibly this article should include some reference to the article directed acyclic graph, but they are not the same thing and it doesn't seem natural to cover this kind of model at that article. --JBL (talk) 01:39, 21 November 2019 (UTC)[reply]

I find your arguments convincing, although it was easy for me to initially overlook the difference DE pointed at. I see that Wikipedia guidelines suggest allowing one week for the discussion, so I guess, I am not supposed to retract the merge proposal template at this time. AVM2019 (talk) 06:29, 21 November 2019 (UTC)[reply]

Incorret (denotes a graphical model not just a graph). Suggestion: merge with Bayesian network. Krauss (talk) 21:33, 30 November 2019 (UTC)[reply]

The discussion above is closed. Please do not modify it. Subsequent comments should be made on the appropriate discussion page. No further edits should be made to this discussion.

Merge to Bayesian network

The term Causal Graph appears to denote the same general concept as Bayesian network. Krauss (talk) 21:37, 30 November 2019 (UTC)[reply]

I removed the merge template for what I proposed. Please place a new one for the new merger proposal. See Template:Merge Regards, AVM2019 (talk) 06:47, 8 December 2019 (UTC)[reply]

I removed the merge template that proposed merging Causal model with Bayesian network/Causal graph, because Causal model § Bayesian network already explains the relation between Causal model and the subtopic of Bayesian networks in a way that does not appear to justify merging them. I left the merge template that proposed merging Bayesian network with Causal graph, as that merge appears justified. Biogeographist (talk) 17:28, 20 March 2020 (UTC)[reply]

No, they are not formally the same concepts. One can construct Causal Graph without invoking Bayesian Networks. Hence, I am not in favour of merging. --mcyp (talk) 07:31, 28 December 2020 (UTC)[reply]