1986
DOI: 10.1111/j.1365-246x.1986.tb04375.x
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Estimation of the Bingham distribution function on nearly two-dimensional data sets

Abstract: In cases where directional data, such as palaeomagnetic directions, lie nearly along a great circle, a good approximation to the maximum likelihood estimate of the intermediate concentration parameter kz in the Bingham probability distribution is given by:where tz is the intermediate eigenvalue, N is the number of samples, and the Zi are the appropriate modified Bessel functions of the first kind. This estimate, the asymptotic limit as the smallest eigenvalue t l +O, corresponds to restricting all points to li… Show more

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Cited by 3 publications
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“…Mardia and Zemroch (1977) suggest using (6) when both I"1 I and I"21 are large. Gillett (1986) suggests using (5) when I"1 I alone is large. However, more accurate results can be obtained by using higher order terms in a suitable asymptotic series expansion.…”
Section: Introductionmentioning
confidence: 99%
“…Mardia and Zemroch (1977) suggest using (6) when both I"1 I and I"21 are large. Gillett (1986) suggests using (5) when I"1 I alone is large. However, more accurate results can be obtained by using higher order terms in a suitable asymptotic series expansion.…”
Section: Introductionmentioning
confidence: 99%