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Bayesian Modeling and Causal Inference

TopicLeading institutions, researchers & key papers

Bayesian Modeling and Causal Inference is a topic indexed in ScholarIQ from OpenAlex.

What is known about Bayesian Modeling and Causal Inference?

ScholarIQrecord summary

This cluster of papers focuses on the learning, inference, and applications of Bayesian networks and related probabilistic graphical models. It covers topics such as causal inference, graphical model structure learning, Markov logic networks, and the use of imprecise probabilities in modeling. The papers also discuss various algorithms for probabilistic learning and highlight the applications of Bayesian networks in diverse fields such as ecology, healthcare, and decision making under uncertainty.

How many works does Bayesian Modeling and Causal Inference have?

ScholarIQindexed works

Bayesian Modeling and Causal Inference has 57,156 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

How many citations does Bayesian Modeling and Causal Inference have?

ScholarIQcitation count

Bayesian Modeling and Causal Inference has 1,062,809 citations in the OpenAlex counts ScholarIQ stores.

What is the OpenAlex record for Bayesian Modeling and Causal Inference?

ScholarIQopenalex

The OpenAlex for Bayesian Modeling and Causal Inference is on the source record.

Who are the most-cited researchers behind Bayesian Modeling and Causal Inference?

ScholarIQtop researchers by citations
1
Eric S. Lander · Genomics and Chromatin Dynamics
891 works519,894 citations
2
Yoshua Bengio · Neural Networks and Applications
1,290 works476,190 citations
3
Geoffrey E. Hinton · Neural Networks and Applications
385 works451,920 citations
4
Daniel Kahneman · Decision-Making and Behavioral Economics
374 works397,036 citations
5
Steven L. Salzberg · Genomics and Phylogenetic Studies
599 works374,640 citations

Where is Bayesian Modeling and Causal Inference research published, and who funds it?

ScholarIQvenues & funding sources

TOP JOURNALS

No journal data available yet.

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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