Peter Spirtes is affiliated with Carnegie Mellon University in the United States. Their primary research field is Computer Science, with a focus on several subfields including Artificial Intelligence, Statistics and Probability, Management Science and Operations Research, Demography, and Information Systems and Management.
Their work covers various topics, notably Bayesian Modeling and Causal Inference, Advanced Causal Inference Techniques, Statistical Methods and Bayesian Inference, Multi-Criteria Decision Making, Scientific Computing and Data Management, Insurance, Mortality, Demography, Risk Management, and Legal Education and Practice Innovations.
Recent publications reflect ongoing contributions to causality, machine learning, and data science. Selected papers include:
Spirtes frequently publishes in venues such as arXiv (Cornell University), American Journal of Epidemiology, Journal of Data Science, Behaviour and Information Technology, and bioRxiv (Cold Spring Harbor Laboratory).
Collaborations with other researchers are frequent, with notable coauthors including Kun Zhang, Zeyu Tang, Xinshuai Dong, Joseph Ramsey, and Anne Petersen.
Peter Spirtes;Clark N. Glymour;Richard Scheines
Peter Spirtes;Clark Glymour;Richard Scheines
Peter Spirtes;Clark N. Glymour
Jakob Runge;Jakob Runge;Sebastian Bathiany;Erik Bollt;Gustau Camps-Valls
Clark Glymour;Kun Zhang;Peter Spirtes
Clark Glymour;Richard Scheines;Peter Spirtes;Kevin T. Kelly
Thomas Richardson;Peter Spirtes
Peter Spirtes;Kun Zhang
S. C. Pearce;C. Glymour;R. Scheines;P. Spirtes
Richard Scheines;Peter Spirtes;Clark Glymour;Christopher Meek
Unknown
Gregory F. Cooper;Constantin F. Aliferis;Richard Ambrosino;John M. Aronis
Peter Spirtes;Christopher Meek;Thomas Richardson
Peter Spirtes;Christopher Meek
Joseph Ramsey;Peter Spirtes;Jiji Zhang
Peter Spirtes
Ricardo Silva;Richard Scheines;Clark Glymour;Peter Spirtes
Peter Spirtes
James M. Robins;Richard Scheines;Peter Spirtes;Larry Wasserman
Peter Spirtes;Clark N. Glymour;Richard Scheines
Peter Spirtes;Thomas Richardson;Christopher Meek;Richard Scheines
Gustavo Lacerda;Peter Spirtes;Joseph Ramsey;Patrik O. Hoyer
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