A matrix algebra for graphical statistical models

Understand

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 walks on such graphs.
• Each element of the algebra is a matrix whose entries are sets of walks on the graph from the corresponding row to the corresponding column.