bivariate_missingness {dosearch} | R Documentation |
Systematic Analysis of Bivariate Missing Data Problems
Description
This data set contains the results of a systematic analysis of all missing data problems of two variables. Each problem is associated with a graph containing two vertices, X
and Y
, and their response indicators, RX and RY.
Usage
data(bivariate_missingness)
Format
A data frame with 6144 rows and 8 variables:
- graph
the graph of the instance, see
get_derivation
for more details on the syntax- nedges
number of edges in the graph (directed and bidirected)
- arrowXtoY
whether the graph contains an arrow from
X
toY
or not- jointXY
identifiability of the joint distribution of
X
andY
- marginX
identifiability of the marginal distribution of
X
- marginY
identifiability of the marginal distribution of
Y
- YcondX
identifiability of the conditional distribution of
Y
givenX
- YdoX
identifiability of the causal effect of
X
onY
Source
Tikka et. al. (2019) <arXiv:1902.01073>