Exports list_registered_tetrad_algorithms() to view
the custom registered Tetrad algorithms.
Allows the user to specify custom conditional independence tests
for use with for the engines bnlearn, causalDisco, and pcalg. The custom
test should have the signature
function(x, y, conditioning_set, suff_stat) (optionally
with an additional args argument for additional
parameters), and return a p-value. See the documentation and the
associated vignette for details.
Added support for micd tests such as
micd::gaussCItestMI() for pcalg and causalDisco engine. See
all the new available tests in ?PcalgSearch and
?CausalDiscoSearch under the test field.
Simplified the interface for extending causalDisco with new
algorithms. Exports make_method() and
make_runner() to do this. Please see the documentation and
the associated vignette for details.
Improved speed of tfci(), tges(), and
tpc() algorithms by at least 3x, and often much
more.
Updated knowledge_to_caugi() to include information
about required and forbidden edges in the output.
Improve documentation for many functions. # causalDisco 1.0.1
This release should be considered essentially a new package with many new features, and some breaking changes (mainly renaming functions, arguments, and object classes) to be consistent.
Please see the vignettes and documentation for details on using the new features.