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URLhttps://eudml.org/doc/40503
Last Crawled2026-03-11 16:20:08 (1 month ago)
First Indexed2015-07-19 02:34:08 (10 years ago)
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Meta TitleEUDML | On the Karhunen-Loeve expansion for transformed processes.
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Ramón Gutiérrez Jáimez ; Mariano J. Valderrama Bonnet Trabajos de Estadística (1987) Volume: 2, Issue: 2, page 81-90 ISSN: 0213-8190 Access Full Article top   Access to full text Abstract top We discuss the influence of the transformation {X(t)} → {f(t) X(τ(t))} on the Karhunen-Loève expansion of {X(t)}. Our main result is that, in general, the Karhunen-Loève expansion of {X(t)} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of {f(t) X(τ(t))} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process. How to cite top Gutiérrez Jáimez, Ramón, and Valderrama Bonnet, Mariano J.. "On the Karhunen-Loeve expansion for transformed processes.." Trabajos de Estadística 2.2 (1987): 81-90. <http://eudml.org/doc/40503>. @article{GutiérrezJáimez1987, abstract = {We discuss the influence of the transformation \{X(t)\} → \{f(t) X(τ(t))\} on the Karhunen-Loève expansion of \{X(t)\}. Our main result is that, in general, the Karhunen-Loève expansion of \{X(t)\} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of \{f(t) X(τ(t))\} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process.}, author = {Gutiérrez Jáimez, Ramón, Valderrama Bonnet, Mariano J.}, journal = {Trabajos de Estadística}, keywords = {Desarrollo en serie de funciones; Aplicaciones; Procesos de Wiener; Movimiento browniano; Gaussian process; Karhunen-Loève expansion; Wiener process; Brownian bridge; Ornstein-Uhlenbeck process}, language = {eng}, number = {2}, pages = {81-90}, title = {On the Karhunen-Loeve expansion for transformed processes.}, url = {http://eudml.org/doc/40503}, volume = {2}, year = {1987}, } TY - JOUR AU - Gutiérrez Jáimez, Ramón AU - Valderrama Bonnet, Mariano J. TI - On the Karhunen-Loeve expansion for transformed processes. JO - Trabajos de Estadística PY - 1987 VL - 2 IS - 2 SP - 81 EP - 90 AB - We discuss the influence of the transformation {X(t)} → {f(t) X(τ(t))} on the Karhunen-Loève expansion of {X(t)}. Our main result is that, in general, the Karhunen-Loève expansion of {X(t)} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of {f(t) X(τ(t))} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process. LA - eng KW - Desarrollo en serie de funciones; Aplicaciones; Procesos de Wiener; Movimiento browniano; Gaussian process; Karhunen-Loève expansion; Wiener process; Brownian bridge; Ornstein-Uhlenbeck process UR - http://eudml.org/doc/40503 ER - Citations in EuDML Documents top Mátyás Barczy, Endre Iglói, Karhunen-Loève expansions of α-Wiener bridges Notes Embed ? top You must be logged in to post comments.
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![](http://eudml.org/piwik/piwik.php?idsite=4) [Skip to main content (access key 's')](https://eudml.org/doc/40503#content), [Skip to navigation (access key 'n')](https://eudml.org/doc/40503#unit-primary-navigation), [Accessibility information (access key '0')](https://eudml.org/about/accessibility/) [EuDML - The European Digital Mathematics Library](https://eudml.org/) [Login](https://eudml.org/loginForm) \| [Register](https://eudml.org/register) \| [(Why Register?)](https://eudml.org/whyRegister) - [Home](https://eudml.org/ "Home") - [Advanced Search](https://eudml.org/search "Advanced Search") - [Browse by Subject](https://eudml.org/subjects/MSC "Browse by Subject") - [Browse by Journals](https://eudml.org/journals "Browse by Journals") - [Refs Lookup](https://eudml.org/refsLookup "Refs Lookup") # On the Karhunen-Loeve expansion for transformed processes. [Ramón Gutiérrez Jáimez](https://eudml.org/search/page?q=sc.general*op.AND*l_0*c_0author_0eq%253A1.Ram%25C3%25B3n+Guti%25C3%25A9rrez+J%25C3%25A1imez&qt=SEARCH); [Mariano J. Valderrama Bonnet](https://eudml.org/search/page?q=sc.general*op.AND*l_0*c_0author_0eq%253A1.Mariano+J.+Valderrama+Bonnet&qt=SEARCH) [Trabajos de Estadística](https://eudml.org/doc/%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A/journal/10033) (1987) - Volume: 2, Issue: 2, page 81-90 - ISSN: 0213-8190 ## Access Full Article [top](https://eudml.org/doc/40503 "top") ![icon representing file type: icon-html.png](https://eudml.org/assets/images/icon-html.png) [Access to full text](http://dmle.icmat.es/revistas/detalle.php?numero=3116) ## Abstract [top](https://eudml.org/doc/40503 "top") We discuss the influence of the transformation {X(t)} → {f(t) X(τ(t))} on the Karhunen-Loève expansion of {X(t)}. Our main result is that, in general, the Karhunen-Loève expansion of {X(t)} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of {f(t) X(τ(t))} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process. ## How to cite [top](https://eudml.org/doc/40503 "top") - [MLA](https://eudml.org/doc/40503#tab-1) - [BibTeX](https://eudml.org/doc/40503#tab-2) - [RIS](https://eudml.org/doc/40503#tab-3) Gutiérrez Jáimez, Ramón, and Valderrama Bonnet, Mariano J.. "On the Karhunen-Loeve expansion for transformed processes.." Trabajos de Estadística 2.2 (1987): 81-90. \<http://eudml.org/doc/40503\>. @article{GutiérrezJáimez1987, abstract = {We discuss the influence of the transformation \\{X(t)\\} → \\{f(t) X(τ(t))\\} on the Karhunen-Loève expansion of \\{X(t)\\}. Our main result is that, in general, the Karhunen-Loève expansion of \\{X(t)\\} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of \\{f(t) X(τ(t))\\} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process.}, author = {Gutiérrez Jáimez, Ramón, Valderrama Bonnet, Mariano J.}, journal = {Trabajos de Estadística}, keywords = {Desarrollo en serie de funciones; Aplicaciones; Procesos de Wiener; Movimiento browniano; Gaussian process; Karhunen-Loève expansion; Wiener process; Brownian bridge; Ornstein-Uhlenbeck process}, language = {eng}, number = {2}, pages = {81-90}, title = {On the Karhunen-Loeve expansion for transformed processes.}, url = {http://eudml.org/doc/40503}, volume = {2}, year = {1987}, } TY - JOUR AU - Gutiérrez Jáimez, Ramón AU - Valderrama Bonnet, Mariano J. TI - On the Karhunen-Loeve expansion for transformed processes. JO - Trabajos de Estadística PY - 1987 VL - 2 IS - 2 SP - 81 EP - 90 AB - We discuss the influence of the transformation {X(t)} → {f(t) X(τ(t))} on the Karhunen-Loève expansion of {X(t)}. Our main result is that, in general, the Karhunen-Loève expansion of {X(t)} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of {f(t) X(τ(t))} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process. LA - eng KW - Desarrollo en serie de funciones; Aplicaciones; Procesos de Wiener; Movimiento browniano; Gaussian process; Karhunen-Loève expansion; Wiener process; Brownian bridge; Ornstein-Uhlenbeck process UR - http://eudml.org/doc/40503 ER - ## Citations in EuDML Documents [top](https://eudml.org/doc/40503 "top") 1. [Mátyás Barczy, Endre Iglói, Karhunen-Loève expansions of α-Wiener bridges](https://eudml.org/doc/%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A/doc/269585) ## Notes[Embed](https://eudml.org/doc/40503) [?](https://eudml.org/doc/40503) [top](https://eudml.org/doc/40503 "top") You must be logged in to post comments. - [Access Full Article](https://eudml.org/doc/40503#content) - [Abstract](https://eudml.org/doc/40503#abstract) - [How to cite](https://eudml.org/doc/40503#citations) - [Citations in EuDML Documents](https://eudml.org/doc/40503#reverseReferences) - [Notes](https://eudml.org/doc/40503#notes) ### Article Keywords Desarrollo en serie de funciones, Aplicaciones, Procesos de Wiener, Movimiento browniano, Gaussian process, Karhunen-Loève expansion, Wiener process, Brownian bridge, Ornstein-Uhlenbeck process [Suggest a Subject](https://eudml.org/doc/40503 "Suggest a Subject") ### Subjects You must be logged in to add subjects. #### Stochastic processes 60G12 [General second-order processes](https://eudml.org/doc/%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%09%09%09%20%20%20%20%20%20%20%20%20%20%20%20%0A%09%09%09%20%20%20%20%20%20%20%20/subject/MSC/60G12) 60G15 [Gaussian processes](https://eudml.org/doc/%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%09%09%09%20%20%20%20%20%20%20%20%20%20%20%20%0A%09%09%09%20%20%20%20%20%20%20%20/subject/MSC/60G15) #### Fredholm integral equations 45B05 [Fredholm integral equations](https://eudml.org/doc/%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%09%09%09%20%20%20%20%20%20%20%20%20%20%20%20%0A%09%09%09%20%20%20%20%20%20%20%20/subject/MSC/45B05) [Find Similar Documents](https://eudml.org/doc/%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A/similar/doc/40503 "Find similar documents") ### From the Journal [Trabajos de Estadística](https://eudml.org/doc/%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A%0A/journal/10033) (1987) ### In Other Databases [DML-E](http://dmle.icmat.es/revistas/detalle.php?numero=3116) [ZBMath](http://www.zentralblatt-math.org/zmath/en/search/?q=an:0734.60042) ### On Google Scholar - [Articles by Ramón Gutiérrez Jáimez](http://scholar.google.pl/scholar?q=author%3A"Ram%C3%B3n+Guti%C3%A9rrez+J%C3%A1imez" "googleScholar.articlesBy") - [Articles by Mariano J. Valderrama Bonnet](http://scholar.google.pl/scholar?q=author%3A"Mariano+J.+Valderrama+Bonnet" "googleScholar.articlesBy") - [Search for Related Content](http://scholar.google.pl/scholar?q=related:https://eudml.org/doc/40503 "article.details.scholar.button") [Add to Personal Lists](https://eudml.org/doc/40503 "Add to My Lists") You must be logged in to use personal lists. ## Infobox To add items to a personal list choose the desired list from the selection box or create a new list. To close, click the Close button or press the ESC key. Close ## Infobox This article was successfully added to the collection. To close, click the Close button or press the ESC key. Close ### Share this Article - [Email to a Colleague]("Email to a Colleague") - [Mendeley]("Mendeley") - [CiteULike]("CiteULike") - [BibSonomy](http://www.bibsonomy.org/ShowBookmarkEntry?c=b&jump=yes&url=https%3A%2F%2Feudml.org%2Fdoc%2F40503&description=EUDML%20%C2%A0%7C%C2%A0%20On%20the%20Karhunen-Loeve%20expansion%20for%20transformed%20processes. "BibSonomy") [Tweet](https://twitter.com/share) [EuDML](http://initiative.eudml.org/) - [About EuDML initiative](http://initiative.eudml.org/) - [Feedback](mailto:helpdesk@eudml.org) - version 2.1.7 Your EuDML widget code:[close](https://eudml.org/doc/40503) To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.
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[Ramón Gutiérrez Jáimez](https://eudml.org/search/page?q=sc.general*op.AND*l_0*c_0author_0eq%253A1.Ram%25C3%25B3n+Guti%25C3%25A9rrez+J%25C3%25A1imez&qt=SEARCH); [Mariano J. Valderrama Bonnet](https://eudml.org/search/page?q=sc.general*op.AND*l_0*c_0author_0eq%253A1.Mariano+J.+Valderrama+Bonnet&qt=SEARCH) [Trabajos de Estadística](https://eudml.org/journal/10033) (1987) - Volume: 2, Issue: 2, page 81-90 - ISSN: 0213-8190 ## Access Full Article [top](https://eudml.org/doc/40503 "top") ![icon representing file type: icon-html.png](https://eudml.org/assets/images/icon-html.png) [Access to full text](http://dmle.icmat.es/revistas/detalle.php?numero=3116) ## Abstract [top](https://eudml.org/doc/40503 "top") We discuss the influence of the transformation {X(t)} → {f(t) X(τ(t))} on the Karhunen-Loève expansion of {X(t)}. Our main result is that, in general, the Karhunen-Loève expansion of {X(t)} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of {f(t) X(τ(t))} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process. ## How to cite [top](https://eudml.org/doc/40503 "top") Gutiérrez Jáimez, Ramón, and Valderrama Bonnet, Mariano J.. "On the Karhunen-Loeve expansion for transformed processes.." Trabajos de Estadística 2.2 (1987): 81-90. \<http://eudml.org/doc/40503\>. @article{GutiérrezJáimez1987, abstract = {We discuss the influence of the transformation \\{X(t)\\} → \\{f(t) X(τ(t))\\} on the Karhunen-Loève expansion of \\{X(t)\\}. Our main result is that, in general, the Karhunen-Loève expansion of \\{X(t)\\} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of \\{f(t) X(τ(t))\\} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process.}, author = {Gutiérrez Jáimez, Ramón, Valderrama Bonnet, Mariano J.}, journal = {Trabajos de Estadística}, keywords = {Desarrollo en serie de funciones; Aplicaciones; Procesos de Wiener; Movimiento browniano; Gaussian process; Karhunen-Loève expansion; Wiener process; Brownian bridge; Ornstein-Uhlenbeck process}, language = {eng}, number = {2}, pages = {81-90}, title = {On the Karhunen-Loeve expansion for transformed processes.}, url = {http://eudml.org/doc/40503}, volume = {2}, year = {1987}, } TY - JOUR AU - Gutiérrez Jáimez, Ramón AU - Valderrama Bonnet, Mariano J. TI - On the Karhunen-Loeve expansion for transformed processes. JO - Trabajos de Estadística PY - 1987 VL - 2 IS - 2 SP - 81 EP - 90 AB - We discuss the influence of the transformation {X(t)} → {f(t) X(τ(t))} on the Karhunen-Loève expansion of {X(t)}. Our main result is that, in general, the Karhunen-Loève expansion of {X(t)} with respect to Lebesgue's measure is transformed in the Karhunen-Loève expansion of {f(t) X(τ(t))} with respect to the measure f-2(t)dτ(t). Applications of this result are given in the case of Wiener process, Brownian bridge, and Ornstein-Uhlenbeck process. LA - eng KW - Desarrollo en serie de funciones; Aplicaciones; Procesos de Wiener; Movimiento browniano; Gaussian process; Karhunen-Loève expansion; Wiener process; Brownian bridge; Ornstein-Uhlenbeck process UR - http://eudml.org/doc/40503 ER - ## Citations in EuDML Documents [top](https://eudml.org/doc/40503 "top") 1. [Mátyás Barczy, Endre Iglói, Karhunen-Loève expansions of α-Wiener bridges](https://eudml.org/doc/269585) ## Notes[Embed](https://eudml.org/doc/40503) [?](https://eudml.org/doc/40503) [top](https://eudml.org/doc/40503 "top") You must be logged in to post comments.
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