We present a procedure for performing an ANOVA test on functional data, including pairwise group comparisons, in a Scheff´e-like perspective. The test is based on the Interval Testing Procedure, and it selects intervals where the groups significantly differ. The procedure is applied on the 3D kinematic motion of the knee joint collected during a functional task (one leg hop) performed by three groups of individuals.
Abramowicz, K., Häger, C., Hébert-Losier, K., Pini, A., Schelin, L., Strandberg, J., Vantini, S., An inferential framework for domain selection in functional ANOVA, in Goia, A., Salinelli, E., Vieu, P. (ed.), Contributions in infinite-dimensional statistics and related topics, Esculapio, Bologna 2014: 13- 18 [http://hdl.handle.net/10807/119833]
An inferential framework for domain selection in functional ANOVA
Pini, Alessia
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2014
Abstract
We present a procedure for performing an ANOVA test on functional data, including pairwise group comparisons, in a Scheff´e-like perspective. The test is based on the Interval Testing Procedure, and it selects intervals where the groups significantly differ. The procedure is applied on the 3D kinematic motion of the knee joint collected during a functional task (one leg hop) performed by three groups of individuals.
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