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ESTIMATING THE ANGLE BETWEEN THE MEAN DIRECTIONS OF TWO SPHERICAL DISTRIBUTIONS
Author(s) -
Lewis Toby,
Fisher Nicholas I.
Publication year - 1995
Publication title -
australian journal of statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.434
H-Index - 41
eISSN - 1467-842X
pISSN - 0004-9581
DOI - 10.1111/j.1467-842x.1995.tb00652.x
Subject(s) - mathematics , confidence interval , sample mean and sample covariance , exponential function , sample size determination , distribution (mathematics) , mathematical analysis , zero (linguistics) , statistics , sample (material) , mean difference , interval (graph theory) , geometry , combinatorics , physics , linguistics , philosophy , estimator , thermodynamics
Summary This paper considers the problem of calculating a confidence interval for the angular difference between the mean directions of two spherical random variables with rotationally symmetric unimodal distributions. For large sample sizes, it is shown that the asymptotic distribution of 1 – cos α, where α is the sample angular difference, is approximately exponential if the true difference is zero, and approximately normal for a ‘large’ true difference; a scaled beta approximation is determined for the general case. For small sample sizes, a bootstrap approach is recommended. The results are applied to two sets of palaeomagnetic data.