Dynamic Data Analysis

Name: Dynamic Data Analysis
Brand: Springer-Verlag New York Inc.
SKU: 9781493984121
Price: 57027 HUF
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Modeling Data with Differential Equations

Szerző: James Ramsay, Giles Hooker

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer-Verlag New York Inc.

Elérhetőség: Beszállítói készleten

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This text focuses on the use of smoothing methods for developing and estimating differential equatio...

Információk a könyvről

Szerző

James Ramsay, Giles Hooker

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2018

oldal

230

EAN

9781493984121

Enbook ID

20121600

Kiadó

Springer-Verlag New York Inc.

Súly

454

Méretek

155 x 235 x 14

Teljes leírás

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.

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Dynamic Data Analysis

Modeling Data with Differential Equations

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