Structural Plots of Multivariate Binary Data

: Data structures comprising many binary variables can be represented graphically in various ways. Depending on the purpose different plots might be useful. Here two ways of showing associations between variables and implications between variables are discussed. The methods are based on conditional independence graphs and lattices of maximal cluster-property pairs. Applications to multivariate samples and network data are briefly discussed.

• Type: Journal
• Year: 2000
• Where: JOSS
• Authors: Ove Frank
• Keywords: Binary Variables, Conditional Independence Graphs, JOSS 2000, Maximal Cluster-property Pairs