Get possible data types
Arguments
- model
A
causal_model
. A model object generated bymake_model
.- drop_impossible
Logical. Whether to drop data that is impossible given model restrictions. Defaults to `TRUE`.
- drop_all_NA
Logical. Whether to drop row of all `NA`s. Defaults to `TRUE`
- mapping_only
Logical. Whether to return data mapping matrix only. Defaults to `FALSE`.
Examples
# \donttest{
CausalQueries:::get_data_families(model = make_model('X->Y'))
#> event strategy X0Y0 X1Y0 X0Y1 X1Y1
#> X0Y0 X0Y0 XY 1 0 0 0
#> X1Y0 X1Y0 XY 0 1 0 0
#> X0Y1 X0Y1 XY 0 0 1 0
#> X1Y1 X1Y1 XY 0 0 0 1
#> Y0 Y0 Y 1 1 0 0
#> Y1 Y1 Y 0 0 1 1
#> X0 X0 X 1 0 1 0
#> X1 X1 X 0 1 0 1
CausalQueries:::get_data_families(model = make_model('X->Y'),
mapping_only = TRUE)
#> X0Y0 X1Y0 X0Y1 X1Y1
#> X0Y0 1 0 0 0
#> X1Y0 0 1 0 0
#> X0Y1 0 0 1 0
#> X1Y1 0 0 0 1
#> Y0 1 1 0 0
#> Y1 0 0 1 1
#> X0 1 0 1 0
#> X1 0 1 0 1
CausalQueries:::get_data_families(model = make_model('X-> M -> Y'))
#> event strategy X0M0Y0 X1M0Y0 X0M1Y0 X1M1Y0 X0M0Y1 X1M0Y1 X0M1Y1 X1M1Y1
#> X0M0Y0 X0M0Y0 XMY 1 0 0 0 0 0 0 0
#> X1M0Y0 X1M0Y0 XMY 0 1 0 0 0 0 0 0
#> X0M1Y0 X0M1Y0 XMY 0 0 1 0 0 0 0 0
#> X1M1Y0 X1M1Y0 XMY 0 0 0 1 0 0 0 0
#> X0M0Y1 X0M0Y1 XMY 0 0 0 0 1 0 0 0
#> X1M0Y1 X1M0Y1 XMY 0 0 0 0 0 1 0 0
#> X0M1Y1 X0M1Y1 XMY 0 0 0 0 0 0 1 0
#> X1M1Y1 X1M1Y1 XMY 0 0 0 0 0 0 0 1
#> M0Y0 M0Y0 MY 1 1 0 0 0 0 0 0
#> M1Y0 M1Y0 MY 0 0 1 1 0 0 0 0
#> M0Y1 M0Y1 MY 0 0 0 0 1 1 0 0
#> M1Y1 M1Y1 MY 0 0 0 0 0 0 1 1
#> X0Y0 X0Y0 XY 1 0 1 0 0 0 0 0
#> X1Y0 X1Y0 XY 0 1 0 1 0 0 0 0
#> X0Y1 X0Y1 XY 0 0 0 0 1 0 1 0
#> X1Y1 X1Y1 XY 0 0 0 0 0 1 0 1
#> X0M0 X0M0 XM 1 0 0 0 1 0 0 0
#> X1M0 X1M0 XM 0 1 0 0 0 1 0 0
#> X0M1 X0M1 XM 0 0 1 0 0 0 1 0
#> X1M1 X1M1 XM 0 0 0 1 0 0 0 1
#> Y0 Y0 Y 1 1 1 1 0 0 0 0
#> Y1 Y1 Y 0 0 0 0 1 1 1 1
#> M0 M0 M 1 1 0 0 1 1 0 0
#> M1 M1 M 0 0 1 1 0 0 1 1
#> X0 X0 X 1 0 1 0 1 0 1 0
#> X1 X1 X 0 1 0 1 0 1 0 1
# }