Distance-based ANOVA for functional data
Abstract
We present a method for functional data analysis of variance. Functional data occur when response variables outcomes are a collection of points rather than single values, being usually represented as a profile or curve. The proposed method is an adaptation of the two-way analysis of variance. We used a Euclidean distance as proximity measure between profiles. The method was applied to a simulated gage study based on real industrial data. Results were compared to those obtained using a method available in the literature; in several situations the later led to wrong conclusions about the gage system while the proposed method performed the analysis correctly.
Más información
Título según WOS: | ID WOS:000397249500004 Not found in local WOS DB |
Título de la Revista: | EUROPEAN JOURNAL OF INDUSTRIAL ENGINEERING |
Volumen: | 10 |
Número: | 6 |
Editorial: | INDERSCIENCE ENTERPRISES LTD |
Fecha de publicación: | 2016 |
Página de inicio: | 760 |
Página final: | 776 |
DOI: |
10.1504/EJIE.2016.081018 |
Notas: | ISI |