Abstract
SUMMARY A unit vector with m elements may be thought of as representing a direction in a space of m dimensions. In this paper, we show how to construct pairs of dependent unit vectors having prescribed marginal distributions. Given two sets of unit vectors, we propose an analysis for correlation between the two sets. The analysis presented herein is distribution free under a broad class of null distributions and thereby improves on an analysis recently suggested by Stephens (1979).
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