dosearch-package: Causal Effect Identification from Multiple Incomplete Data...

In dosearch: Causal Effect Identification from Multiple Incomplete Data Sources

Causal Effect Identification from Multiple Incomplete Data Sources

Description

Solves causal effect identifiability problems from arbitrary observational and experimental distributions using a heuristic search. Allows for the presence of advanced data-generating mechanisms. See Tikka et al. (2021) doi:10.18637/jss.v099.i05 for further details.

See also

• The package vignette.

• dosearch() for instructions and various examples.

• https://github.com/santikka/dosearch/issues/ to submit a bug report.

Author(s)

Santtu Tikka, Antti Hyttinen, Juha Karvanen

References

S. Tikka, A. Hyttinen and J. Karvanen. "Causal effect identification from multiple incomplete data sources: a general search-based approach." Journal of Statistical Software, 99(5):1–40, 2021.

See Also

Useful links:

• https://github.com/santikka/dosearch

• Report bugs at https://github.com/santikka/dosearch/issues

dosearch documentation built on Sept. 11, 2024, 9:05 p.m.