Media type: E-Book; Thesis Title: Hilbert Space Valued Signal Plus Noise Models: Analysis of Structural Breaks under High Dimensionality and Temporal Dependence Contributor: Torgovitski, Leonid [Verfasser]; Steinebach, Josef [Gutachter]; WEFELMEYER, WOLFGANG [Gutachter]; Kokoszka, Piotr S. [Gutachter] imprint: Köln: Universitäts- und Stadtbibliothek Köln, 2016 Extent: Online-Ressource Language: English Identifier: Keywords: Change point testing, Change point estimation, Structural breaks, CUSUM, Darling–Erdős, Highdimensional time series, Hilbert space valued time series, Functional time series, Panel data, HDLSS, Principal component dimension reduction, LASSO ; Hochschulschrift Origination: University thesis: Dissertation, Köln, Universität zu Köln, 2016 Footnote: Access State: Open Access