get_derivation

an object of class "<a rd-options="" href="/link/dosearch?package=dosearch&version=1.0.8" data-mini-rdoc="dosearch::dosearch">dosearch</a>".

a logical value. If <code>TRUE</code>, run the search again to obtain a derivation for the query if one was not requested in the function call that produced <code>x</code>.

run_again

a logical value. If <code>TRUE</code>, the derivation will contain every step taken by the search. If <code>FALSE</code>, only steps that resulted in identification are returned.

draw_all

Returns the derivation of causal query of an object of class "dosearch".

Identification of causal effects from arbitrary observational and experimental probability distributions via do-calculus and standard probability manipulations using a search-based algorithm by Tikka et al. (2021) <doi:10.18637/jss.v099.i05>. Allows for the presence of mechanisms related to selection bias (Bareinboim, E. and Tian, J. (2015) <http://ftp.cs.ucla.edu/pub/stat_ser/r445.pdf>), transportability (Bareinboim, E. and Pearl, J. (2014) <http://ftp.cs.ucla.edu/pub/stat_ser/r443.pdf>), missing data (Mohan, K. and Pearl, J. and Tian., J. (2013) <http://ftp.cs.ucla.edu/pub/stat_ser/r410.pdf>) and arbitrary combinations of these. Also supports identification in the presence of context-specific independence (CSI) relations through labeled directed acyclic graphs (LDAG). For details on CSIs see Corander et al. (2019) <doi:10.1016/j.apal.2019.04.004>.

Santtu Tikka

dosearch

Causal Effect Identification from Multiple Incomplete Data
Sources

Antti Hyttinen

Juha Karvanen

get_derivation function

<dl> <dt>x</dt>
<dd>an object of class "dosearch".</dd> <dt>run_again</dt>
<dd>a logical value. If <code>TRUE</code>, run the search again to obtain a derivation for the query if one was not requested in the function call that produced <code>x</code>.</dd> <dt>draw_all</dt>
<dd>a logical value. If <code>TRUE</code>, the derivation will contain every step taken by the search. If <code>FALSE</code>, only steps that resulted in identification are returned.</dd></dl>

Arguments

Author

Retrieve the derivation of a causal query — get_derivation

<dl>

 <dt>x</dt>
<dd>an object of class "dosearch".</dd>

 <dt>run_again</dt>
<dd>a logical value. If <code>TRUE</code>, run the search again to obtain a derivation for the query if one was not requested in the function call that produced <code>x</code>.</dd>

 <dt>draw_all</dt>
<dd>a logical value. If <code>TRUE</code>, the derivation will contain every step taken by the search. If <code>FALSE</code>, only steps that resulted in identification are returned.</dd>

</dl>

get_derivation: Retrieve the derivation of a causal query

Description

Usage

Arguments

Author

Examples