Industrial and Applied Mathematics, Springer, ss.221-237, 2026
Some well-known and not so well-known circular and axial models are reviewed. Attention is paid to the necessary modifications to adapt to frequently encountered asymmetric. The development of bivariate extensions of the models, which are needed to analyze dependent variables, is discussed in some detail. Special attention is paid to the models involving mixtures of bivariate models with independent coordinate variables.