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 \(R_Y\).
data(bivariate_missingness)A data frame with 6144 rows and 8 variables:
the graph of the instance.
number of edges in the graph (directed and bidirected).
whether the graph contains an arrow from \(X\) to \(Y\) or not.
identifiability of the joint distribution of \(X\) and \(Y\)
identifiability of the marginal distribution of \(X\).
identifiability of the marginal distribution of \(Y\).
identifiability of the conditional distribution of \(Y\) given \(X\).
identifiability of the causal effect of \(X\) on \(Y\).