Statistical analysis for a class of line segment processes

This paper presents an advanced method for statistical analysis of correlations of marks of spatial marked point processes. This extension of mark correlation is for example applicable in the study of orientations of objects in spatial patterns. The approach is applied to line segment processes which can be described by marked point processes. As an example a pattern of biological origin is studied. In connection with this, models of line segment processes with non-intersecting segments are suggested.