Téléchargez le livre : Dynamic Data Analysis

Dynamic Data Analysis

Modeling Data with Differential Equations de

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Éditeur :

Springer


Collection :

Springer Series in Statistics

Paru le : 2017-06-27

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Description
This text focuses on the use of smoothing methods for developing and estimating differential equations following recent developments in functional data analysis and building on techniques described in Ramsay and Silverman (2005) Functional Data Analysis. The central concept of a dynamical system as a buffer that translates sudden changes in input into smooth controlled output responses has led to applications of previously analyzed data, opening up entirely new opportunities for dynamical systems. The technical level has been kept low so that those with little or no exposure to differential equations as modeling objects can be brought into this data analysis landscape. There are already many texts on the mathematical properties of ordinary differential equations, or dynamic models, and there is a large literature distributed over many fields on models for real world processes consisting of differential equations. However, a researcher interested in fitting such a model to data, or a statistician interested in the properties of differential equations estimated from data will find rather less to work with. This book fills that gap. 
Pages
230 pages
Collection
Springer Series in Statistics
Parution
2017-06-27
Marque
Springer
EAN papier
9781493971886
EAN PDF
9781493971909
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
23
Taille du fichier
6380 Ko
Prix
147,69 €
EAN EPUB
9781493971909
Informations sur l'ebook
Nombre pages copiables
2
Nombre pages imprimables
23
Taille du fichier
3738 Ko
Prix
147,69 €

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