The Resource Algorithms and Programs of Dynamic Mixture Estimation : Unified Approach to Different Types of Components, by Ivan Nagy, Evgenia Suzdaleva, (electronic resource)

Algorithms and Programs of Dynamic Mixture Estimation : Unified Approach to Different Types of Components, by Ivan Nagy, Evgenia Suzdaleva, (electronic resource)

Label
Algorithms and Programs of Dynamic Mixture Estimation : Unified Approach to Different Types of Components
Title
Algorithms and Programs of Dynamic Mixture Estimation
Title remainder
Unified Approach to Different Types of Components
Statement of responsibility
by Ivan Nagy, Evgenia Suzdaleva
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
This book provides a general theoretical background for constructing the recursive Bayesian estimation algorithms for mixture models. It collects the recursive algorithms for estimating dynamic mixtures of various distributions and brings them in the unified form, providing a scheme for constructing the estimation algorithm for a mixture of components modeled by distributions with reproducible statistics. It offers the recursive estimation of dynamic mixtures, which are free of iterative processes and close to analytical solutions as much as possible. In addition, these methods can be used online and simultaneously perform learning, which improves their efficiency during estimation. The book includes detailed program codes for solving the presented theoretical tasks. Codes are implemented in the open source platform for engineering computations. The program codes given serve to illustrate the theory and demonstrate the work of the included algorithms
Member of
http://library.link/vocab/creatorName
Nagy, Ivan
Image bit depth
0
LC call number
  • QA273.A1-274.9
  • QA274-274.9
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Suzdaleva, Evgenia.
  • SpringerLink
Series statement
SpringerBriefs in Statistics,
http://library.link/vocab/subjectName
  • Mathematics
  • Computer simulation
  • System theory
  • Algorithms
  • Probabilities
  • Statistics
  • Mathematics
  • Probability Theory and Stochastic Processes
  • Statistical Theory and Methods
  • Systems Theory, Control
  • Simulation and Modeling
  • Algorithms
Label
Algorithms and Programs of Dynamic Mixture Estimation : Unified Approach to Different Types of Components, by Ivan Nagy, Evgenia Suzdaleva, (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
Introduction -- Basic Models -- Statistical Analysis of Dynamic Mixtures -- Dynamic Mixture Estimation -- Program Codes -- Experiments -- Appendices
Dimensions
unknown
Extent
IX, 113 p. 27 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319646718
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-64671-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-64671-8
Label
Algorithms and Programs of Dynamic Mixture Estimation : Unified Approach to Different Types of Components, by Ivan Nagy, Evgenia Suzdaleva, (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
Introduction -- Basic Models -- Statistical Analysis of Dynamic Mixtures -- Dynamic Mixture Estimation -- Program Codes -- Experiments -- Appendices
Dimensions
unknown
Extent
IX, 113 p. 27 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319646718
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-64671-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-64671-8

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...