A note on repeated measures analysis for functional data

• Published in: Advances in statistical analysis : AStA : a journal of the German Statistical Society Vol. 104; no. 1; pp. 117 - 139
• Main Author: Smaga, Łukasz
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2020; Springer Nature B.V
• Subjects: Approximation; Data analysis; Econometrics; Economics; Finance; Insurance; Integrals; Management; Mathematics and Statistics; Original Paper; Permutations; Probability Theory and Stochastic Processes; Statistical methods; Statistical tests; Statistics; Statistics for Business; Test procedures; Within-subjects design; Hypothesis testing; Bootstrap; Box-type approximation; Repeated measures analysis; Permutation; Functional data analysis

In this paper, the repeated measures analysis for functional data is considered. The known testing procedures for this problem are based on test statistic being the integral of the difference between sample mean functions, which takes into account only “between group variability”. We modify this tes...