dosearch: Causal Effect Identification from Multiple Incomplete Data Sources

Identification of causal effects from arbitrary observational and experimental probability distributions via do-calculus and standard probability manipulations using a search-based algorithm. Allows for the presence of mechanisms related to selection bias (Bareinboim, E. and Tian, J. (2015) <>), transportability (Bareinboim, E. and Pearl, J. (2014) <>), missing data (Mohan, K. and Pearl, J. and Tian., J. (2013) <>) and arbitrary combinations of these.

Package details

AuthorSanttu Tikka [aut, cre] (<>), Antti Hyttinen [ctb] (<>), Juha Karvanen [ctb] (<>)
MaintainerSanttu Tikka <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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dosearch documentation built on Feb. 28, 2019, 9:04 a.m.