The One- and Multi-sample Problem for Functional Data with Application to Projective Shape Analysis
de Leeuw, J.
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.
A. Munk et al., "The One- and Multi-sample Problem for Functional Data with Application to Projective Shape Analysis," Journal of Multivariate Analysis, Elsevier, Jan 2008.
The definitive version is available at https://doi.org/10.1016/j.jmva.2007.04.007
Mathematics and Statistics
Keywords and Phrases
functional data; precise hypotheses; validation of hypotheses; image analysis; projective shape data analysis
Article - Journal
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