bivariate_missingness {dosearch}

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, R_X and R_Y.

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 X to Y or not.

jointXY

identifiability of the joint distribution of X and Y

marginX

identifiability of the marginal distribution of X.

marginY

identifiability of the marginal distribution of Y.

YcondX

identifiability of the conditional distribution of Y given X.

YdoX

identifiability of the causal effect of X on Y.

Source

Tikka et al. https://arxiv.org/abs/1902.01073