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20052026
most citedNon-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging

402 citations · 543 across the 18 of their papers we have counts for

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math.ST2014★ 3 cited

Penalized Euclidean Distance Regression

D. Vasiliu, T. Dey, I. L. Dryden

A new method is proposed for variable screening, variable selection and prediction in linear regression problems where the number of predictors can be much larger than the number o…

math.ST2005★ 56 cited

Statistical analysis on high-dimensional spheres and shape spaces

Ian L. Dryden

We consider the statistical analysis of data on high-dimensional spheres and shape spaces. The work is of particular relevance to applications where high-dimensional data are avail…