Coverart for item
The Resource Inference for diffusion processes : with applications in life sciences, Christiane Fuchs

Inference for diffusion processes : with applications in life sciences, Christiane Fuchs

Label
Inference for diffusion processes : with applications in life sciences
Title
Inference for diffusion processes
Title remainder
with applications in life sciences
Statement of responsibility
Christiane Fuchs
Creator
Subject
Language
eng
Summary
Diffusion processes are a promising instrument for realistically modelling the time-continuous evolution of phenomena not only in the natural sciences but also in finance and economics. Their mathematical theory, however, is challenging, and hence diffusion modelling is often carried out incorrectly, and the according statistical inference is considered almost exclusively by theoreticians. This book explains both topics in an illustrative way which also addresses practitioners. It provides a complete overview of the current state of research and presents important, novel insights. The theory is demonstrated using real data applications
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Fuchs, Christiane
Dewey number
519.2/33
Index
index present
LC call number
QA274.75
LC item number
.F83 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
Online Book
http://library.link/vocab/subjectName
  • Diffusion processes
  • Stochastic differential equations
  • Approximation theory
  • MATHEMATICS
  • Approximation theory
  • Diffusion processes
  • Stochastic differential equations
  • Diffusionsprozess
  • Statistische Schlussweise
  • Biomathematik
Label
Inference for diffusion processes : with applications in life sciences, Christiane Fuchs
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Applications
  • Application I: Spread of Influenza
  • Application II: Analysis of Molecular Binding
  • Summary and Future Work
  • Stochastic Modelling
  • Stochastic Modelling in Life Sciences
  • Stochastic Differential Equations and Diffusions in a Nutshell
  • Approximation of Markov Jump Processes by Diffusions
  • Diffusion Models in Life Sciences
  • Statistical Inference
  • Parametric Inference for Discretely-Observed Diffusions
  • Bayesian Inference for Diffusions with Low-Frequency Observations
Control code
825818189
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783642259692
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-25969-2
http://library.link/vocab/ext/overdrive/overdriveId
450998
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)825818189
Label
Inference for diffusion processes : with applications in life sciences, Christiane Fuchs
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Applications
  • Application I: Spread of Influenza
  • Application II: Analysis of Molecular Binding
  • Summary and Future Work
  • Stochastic Modelling
  • Stochastic Modelling in Life Sciences
  • Stochastic Differential Equations and Diffusions in a Nutshell
  • Approximation of Markov Jump Processes by Diffusions
  • Diffusion Models in Life Sciences
  • Statistical Inference
  • Parametric Inference for Discretely-Observed Diffusions
  • Bayesian Inference for Diffusions with Low-Frequency Observations
Control code
825818189
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783642259692
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-25969-2
http://library.link/vocab/ext/overdrive/overdriveId
450998
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)825818189

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      38.944491 -92.326012
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