Abstract
Two-sample tests for functional data based on empirical characteristic functionals are proposed. The test statistic is of Cramér–von Mises type with integration over a preselected family of probability measures, say Q, leading a computationaly feasible and powerful test statistic. The choice of the probability measure Q is discussed and the empirical size and power of the resulting two-sample functional tests are investigated in a small simulation study.
Access provided by Autonomous University of Puebla. Download to read the full chapter text
Chapter PDF
Similar content being viewed by others
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Hlávka, Z., Hlubinka, D. (2020). Functional Two-sample Tests Based on Empirical Characteristic Functionals. In: Aneiros, G., Horová, I., Hušková, M., Vieu, P. (eds) Functional and High-Dimensional Statistics and Related Fields. IWFOS 2020. Contributions to Statistics. Springer, Cham. https://doi.org/10.1007/978-3-030-47756-1_17
Download citation
DOI: https://doi.org/10.1007/978-3-030-47756-1_17
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-47755-4
Online ISBN: 978-3-030-47756-1
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)