Aneiros, GermánHorová, IvanaHušková, MarieVieu, Philippe2026-09-172026-09-172022G. Aneiros, I. Horová, M. Hušková, and P. Vieu, "On Functional Data Analysis and Related Topics", Journal of Multivariate Analysis, Vol. 189, 104861, May 2022, https://doi.org/10.1016/j.jmva.2021.1048611095-7243https://hdl.handle.net/2183/49286Accepted version: ©2022 Elsevier B.V. All rights reserved. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/. This version of the article has been accepted for publication in Journal of Multivariate Analysis. The Version of Record is available online at https://doi.org/10.1016/j.jmva.2021.104861[Abstract]: This paper aims to present the various contributions to the Special Issue of the Journal of Multivariate Analysis on Functional Data Analysis and some related topics including High-Dimensional Statistics and Multivariate Analysis of complex data. The presentation is made by emphasizing on how the contributions are behaving among recent trends in the fields, in such a way that this paper can also be viewed as a selected bibliographical discussion about recent advances in these topics.engAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/Functional analysisHigh-dimensional statisticsSurveyjournal articleopen access10.1016/j.jmva.2021.104861