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NEWS.md

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dosearch 1.0.11

  • Fixed a memory allocation issue with LDAGs.

dosearch 1.0.10

  • Added support for user-defined context-specific variables for LDAGs via con_vars in control.
  • Removed C++11 from system requirements (for CRAN).

dosearch 1.0.9

  • Added several sanity checks for the input distributions and the graph.
  • Updated the documentation in various aspects. Importantly, it is now noted that dosearch is not complete for missing data problems.
  • A non-identifiable query is now reported as follows: "The query is non-identifiable by do-search" to further clarify that the search was not able to identify the query.
  • Added a new Vignette for the package.
  • Added a plot method via the DiagrammeR package to produce derivation plots more easily.
  • An error is now issued when the input graph is too large.
  • Fixed an example on transportability in the dosearch function documentation.

dosearch 1.0.8

  • Added citation for the related article in the Journal of Statistical Software.

dosearch 1.0.7

  • Changed the default option of the search heuristic to FALSE for all instances.
  • Implemented minor performance tweaks to the search algorithm.
  • Added more options for benchmarking.
  • Restored a legacy control parameter for internal use.
  • Moved igraph and dagitty packages to 'Suggests'.

dosearch 1.0.6

  • Fixed a case where the search would continue unnecessarily for some time after discovering the target distribution.

dosearch 1.0.5

  • The resulting list of the 'dosearch' function call now has the class dosearch with print and summary methods.
  • Added accessor functions get_formula, get_benchmark and is_identifiable to query an object of class dosearch.
  • The function get_derivation is now repurposed as an accessor function, and dosearch is now the only function for query identification.
  • The graph argument of dosearch now supports the igraph format used by the causaleffect package (see dosearch documentation for examples).
  • The graph argument of dosearch now supports DAGs created using the dagitty package (see dosearch documentation for examples).
  • Fixed an issue when using benchmark = TRUE in control.

dosearch 1.0.4

  • Fixed compilation issues on some platforms.

dosearch 1.0.3

  • Now supports context specific independence relations (CSIs) via labeled directed acyclic graphs (LDAGs). See the documentation and examples for more details.
  • The function get_derivation can now also be called via dosearch.
  • Bidirected edges can now also be given as <->.
  • Added a new control parameter, time_limit, which will terminate the search when the given amount of time (in hours) has passed (only when benchmark = TRUE).
  • Some redundant control options have been removed.
  • Fixed an issue with derivation rules when missing data was present.
  • Fixed an another minor issue regarding missing data.
  • Fixed a rare issue with formula generation.

dosearch 1.0.2

  • Added an example on how to produce an image from the DOT derivation.
  • Added a warning when the response indicator for a proxy variable is not present in any data source.

dosearch 1.0.1

  • Added a Vignette describing the search procedure.