The Resource Complex Systems Modeling and Simulation in Economics and Finance, edited by Shu-Heng Chen, Ying-Fang Kao, Ragupathy Venkatachalam, Ye-Rong Du, (electronic resource)

Complex Systems Modeling and Simulation in Economics and Finance, edited by Shu-Heng Chen, Ying-Fang Kao, Ragupathy Venkatachalam, Ye-Rong Du, (electronic resource)

Label
Complex Systems Modeling and Simulation in Economics and Finance
Title
Complex Systems Modeling and Simulation in Economics and Finance
Statement of responsibility
edited by Shu-Heng Chen, Ying-Fang Kao, Ragupathy Venkatachalam, Ye-Rong Du
Contributor
Editor
Editor
Provider
Subject
Language
eng
Summary
This title brings together frontier research on complex economic systems, heterogeneous interacting agents, bounded rationality, and nonlinear dynamics in economics. The book contains the proceedings of the CEF2015 (21st Computing in Economics in Finance), held 20-22 June 2015 in Taipei, Taiwan, and addresses some of the important driving forces for various emergent properties in economies, when viewed as complex systems. The breakthroughs reported in this book are a result of an interdisciplinary approach and simulation remains the unifying theme for these papers as they deal with a wide range of topics in economics. This text is a valuable addition to complex systems scholarship in view of economic science. The computational experiments reported in the book are both transparent and replicable. Complex System Modeling and Simulation in Economics and Finance is useful for graduate courses of complex systems, with particular focus on economics and finance. At the same time it serves as a good overview for researchers who are interested in the topic
Member of
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • ltO_O4nKGt4
  • oArZpqssam4
  • IyuACdijldU
  • dMf-FDomLpM
Image bit depth
0
LC call number
HB1-846.8
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Chen, Shu-Heng.
  • Kao, Ying-Fang.
  • Venkatachalam, Ragupathy.
  • Du, Ye-Rong.
  • SpringerLink
Series statement
Springer Proceedings in Complexity,
http://library.link/vocab/subjectName
  • Economics
  • Artificial intelligence
  • Economic Theory/Quantitative Economics/Mathematical Methods
  • Data-driven Science, Modeling and Theory Building
  • Complex Systems
  • Artificial Intelligence
Label
Complex Systems Modeling and Simulation in Economics and Finance, edited by Shu-Heng Chen, Ying-Fang Kao, Ragupathy Venkatachalam, Ye-Rong Du, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Agent-Based Macro Models -- Laboratory Experiments -- Expectations and Learning -- The Cross-Strait: Computational and Behavioral Approach to Economics -- Quantitative Finance -- Theory of Heterogeneous Agents -- Modelling Economic Networks -- Computational Methods -- Agent-Based Models and Policy Design -- Agent-Based Models: Econometric issues and Validation -- Machine Learning in Finance -- Systemic Risks and Network Resilience -- House Prices and Mortgage Debt -- Dynamics of limit order markets -- Asset pricing and portfolio optimization -- Measuring risks in financial assets
Dimensions
unknown
Extent
VIII, 307 p. 71 illus., 51 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319996240
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-99624-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-99624-0
Label
Complex Systems Modeling and Simulation in Economics and Finance, edited by Shu-Heng Chen, Ying-Fang Kao, Ragupathy Venkatachalam, Ye-Rong Du, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Agent-Based Macro Models -- Laboratory Experiments -- Expectations and Learning -- The Cross-Strait: Computational and Behavioral Approach to Economics -- Quantitative Finance -- Theory of Heterogeneous Agents -- Modelling Economic Networks -- Computational Methods -- Agent-Based Models and Policy Design -- Agent-Based Models: Econometric issues and Validation -- Machine Learning in Finance -- Systemic Risks and Network Resilience -- House Prices and Mortgage Debt -- Dynamics of limit order markets -- Asset pricing and portfolio optimization -- Measuring risks in financial assets
Dimensions
unknown
Extent
VIII, 307 p. 71 illus., 51 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319996240
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-99624-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-99624-0

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