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, XX and YY, and their response indicators, RXR_X and RYR_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 XX to YY or not.

jointXY

identifiability of the joint distribution of XX and YY

marginX

identifiability of the marginal distribution of XX.

marginY

identifiability of the marginal distribution of YY.

YcondX

identifiability of the conditional distribution of YY given XX.

YdoX

identifiability of the causal effect of XX on YY.

Source

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


[Package dosearch version 1.0.11 Index]