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, and
, and their response indicators,
and
.
Usage
data(bivariate_missingness)
Format
A data frame with 6144 rows and 8 variables:
- graph
the graph of the instance.
- nedges
number of edges in the graph (directed and bidirected).
- arrowXtoY
whether the graph contains an arrow from
to
or not.
- jointXY
identifiability of the joint distribution of
and
- marginX
identifiability of the marginal distribution of
.
- marginY
identifiability of the marginal distribution of
.
- YcondX
identifiability of the conditional distribution of
given
.
- YdoX
identifiability of the causal effect of
on
.
Source
Tikka et al. https://arxiv.org/abs/1902.01073
[Package dosearch version 1.0.11 Index]