Directed mixed graphs permit directed and bidirected edges between any two vertices. They were first considered in the path analysis developed by Sewall Wright and play an essential role in statistical modeling. We introduce a matrix algebra for …
By combining causal graphs and randomization inference, a formal justification for Mendelian randomization is given in the context of with-family studies.