person("Douglas", "Galagate", email = "galagated@gmail.com", role = "cre"),
person("Joseph", "Schafer", email = "Joseph.L.Schafer@census.gov", role = "aut"))
Packaged: 2015-11-30 15:12:02 UTC; Problem Solver

Title: Estimating Causal Dose Response Functions
Description: Functions and data to estimate causal dose response functions given continuous, ordinal, or binary treatments.  A description of the methods is given in Galagate (2016) <https://drum.lib.umd.edu/handle/1903/18170>.

Title: Deriving Expressions of Joint Interventional Distributions in
Description: An implementation of the complete identification algorithm constructed by Ilya Shpitser and Judea Pearl (2006) for deriving expressions of joint interventional distributions in causal models, which contain unobserved variables and induce directed acyclic graphs.

Description: An implementation of a conditional causal effect identification algorithm constructed by Ilya Shpitser and Judea Pearl (2006) for deriving expressions of joint interventional distributions in causal models, which contain unobserved variables and induce directed acyclic graphs.

Title: Deriving Expressions of Joint Interventional Distributions and
Description: Functions for identification and transportation of causal effects.  Provides a conditional causal effect identification algorithm (IDC) by Ilya Shpitser and Judea Pearl, and algorithms for z-identifiability, transportability, z-transportability and meta-transportability of causal effects by Elias Bareinboim and Judea Pearl.  All of the previously mentioned algorithms are based on a causal effect identification algorithm by Jin Tian.

Description: Functions for identification and transportation of causal effects.  Provides a conditional causal effect identification algorithm (IDC) by Ilya Shpitser and Judea Pearl, an algorithm for transportability from multiple domains with limited experiments by Elias Bareinboim and Judea Pearl and a selection bias recovery algorithm by Elias Bareinboim and Jin Tian.  All of the previously mentioned algorithms are based on a causal effect identification algorithm by Jin Tian.