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Random walk and diffusion models = a...

Schwarz, Wolf.

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Random walk and diffusion models = an introduction for life and behavioral scientists /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Random walk and diffusion models/ by Wolf Schwarz.
Reminder of title:	an introduction for life and behavioral scientists /
Author:	Schwarz, Wolf.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	xi, 209 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Discrete random Walks -- The Correlated Random Walk -- The Diffusion Limit -- The Wiener process -- More general Diffusion Processes -- Differential Equations for Probabilities -- Applications.
Contained By:	Springer Nature eBook
Subject:	Biomathematics. -
Online resource:	https://doi.org/10.1007/978-3-031-12100-5
ISBN:	9783031121005

Random walk and diffusion models = an introduction for life and behavioral scientists /
Schwarz, Wolf.

Random walk and diffusion modelsan introduction for life and behavioral scientists /[electronic resource] :by Wolf Schwarz. - Cham :Springer International Publishing :2022. - xi, 209 p. :ill., digital ;24 cm.

Introduction -- Discrete random Walks -- The Correlated Random Walk -- The Diffusion Limit -- The Wiener process -- More general Diffusion Processes -- Differential Equations for Probabilities -- Applications.

This book offers an accessible introduction to random walk and diffusion models at a level consistent with the typical background of students in the life sciences. In recent decades these models have become widely used in areas far beyond their traditional origins in physics, for example, in studies of animal behavior, ecology, sociology, sports science, population genetics, public health applications, and human decision making. Developing the main formal concepts, the book provides detailed and intuitive step-by-step explanations, and moves smoothly from simple to more complex models. Finally, in the last chapter, some successful and original applications of random walk and diffusion models in the life and behavioral sciences are illustrated in detail. The treatment of basic techniques and models is consolidated and extended throughout by a set of carefully chosen exercises.

ISBN: 9783031121005

Standard No.: 10.1007/978-3-031-12100-5doiSubjects--Topical Terms:

523796
Biomathematics.

LC Class. No.: QH323.5 / .S34 2022

Dewey Class. No.: 570.1519282

Random walk and diffusion models = an introduction for life and behavioral scientists /
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245 1 0 $a Random walk and diffusion models $h [electronic resource] : $b an introduction for life and behavioral scientists / $c by Wolf Schwarz.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xi, 209 p. : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Discrete random Walks -- The Correlated Random Walk -- The Diffusion Limit -- The Wiener process -- More general Diffusion Processes -- Differential Equations for Probabilities -- Applications.
520 $a This book offers an accessible introduction to random walk and diffusion models at a level consistent with the typical background of students in the life sciences. In recent decades these models have become widely used in areas far beyond their traditional origins in physics, for example, in studies of animal behavior, ecology, sociology, sports science, population genetics, public health applications, and human decision making. Developing the main formal concepts, the book provides detailed and intuitive step-by-step explanations, and moves smoothly from simple to more complex models. Finally, in the last chapter, some successful and original applications of random walk and diffusion models in the life and behavioral sciences are illustrated in detail. The treatment of basic techniques and models is consolidated and extended throughout by a set of carefully chosen exercises.
650 0 $a Biomathematics. $3 523796
650 0 $a Random walks (Mathematics) $x Mathematical models. $3 3607803
650 0 $a Diffusion processes $x Mathematical models. $3 751603
650 1 4 $a Probability Theory. $3 3538789
650 2 4 $a Mathematical and Computational Biology. $3 1566274
650 2 4 $a Biostatistics. $3 1002712
710 2 $a SpringerLink (Online service) $3 836513
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856 4 0 $u https://doi.org/10.1007/978-3-031-12100-5
950 $a Mathematics and Statistics (SpringerNature-11649)