Graphical Methods, Inductive Causal Inference, and Econometrics: A Literature Review

abstract

• Recent work with graphical methods for inductive causal inference with observational econometric data is reviewed and compared with earlier work. Two alternative algorithms are described. Caveats on applications are discussed. 2010 Springer Science+Business Media, LLC.

authors

• Bessler, David

published proceedings

• COMPUTATIONAL ECONOMICS

author list (cited authors)

• Kwon, D., & Bessler, D. A.

citation count

• 14

publication date

• June 2011

publisher

• Springer Nature  Publisher

keywords

• Causality
• Directed Acyclic Graphs
• Econometrics
• Machine Learning
• Markov Condition

Digital Object Identifier (DOI)

• 10.1007/s10614-010-9236-9

start page

• 85

end page

• 106

volume

• 38

issue

• 1

URL

• http%3A%2F%2Fdx.doi.org%2F10.1007%2Fs10614-010-9236-9