The one- and multi-sample problem for functional data with application to projective shape analysis
In this paper tests are derived for testing neighborhood hypotheses for the one- and multi-sample problem for functional data. Our methodology is used to generalize testing in projective shape analysis, which has traditionally involving data consisting of finite number of points, to the functional case. The one-sample test is applied to the problem of scene identification, in the context of the projective shape of a planar curve.
Year of publication: |
2008
|
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Authors: | Munk, A. ; Paige, R. ; Pang, J. ; Patrangenaru, V. ; Ruymgaart, F. |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 99.2008, 5, p. 815-833
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Publisher: |
Elsevier |
Keywords: | Functional data Precise hypotheses Validation of hypotheses Image analysis Projective shape data analysis |
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