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  • Books  (6)
  • Mathematics  (6)
  • PIK Library  (6)
  • 1
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 11.0075 ; PIK M 102-11-0134
    Type of Medium: Monograph available for loan
    Pages: XVII, 392 S. , Ill., graph. Darst. , 235 mm x 155 mm
    ISBN: 3540729364 , 978-3-540-72936-5
    Classification:
    Mathematics
    Location: Reading room
    Location: A 18 - must be ordered
    Branch Library: GFZ Library
    Branch Library: PIK Library
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  • 2
    Monograph available for loan
    Monograph available for loan
    New York [u.a.] : Wiley
    Call number: M 07.0326 ; PIK M 311-09-0023
    Description / Table of Contents: Contents: MATHEMATICAL PRELIMINARIES. Random Vectors and Independence. Gradients and Optimization Methods. Estimation Theory. Information Theory. Principal Component Analysis and Whitening. BASIC INDEPENDENT COMPONENT ANALYSIS. What is Independent Component Analysis? ICA by Maximization of Nongaussianity. ICA by Maximum Likelihood Estimation. ICA by Minimization of Mutual Information. ICA by Tensorial Methods. ICA by Nonlinear Decorrelation and Nonlinear PCA. Practical Considerations. Overview and Comparison of Basic ICA Methods. EXTENSIONS AND RELATED METHODS. Noisy ICA. ICA with Overcomplete Bases. Nonlinear ICA.Methods using Time Structure.Convolutive Mixtures and Blind Deconvolution. Other Extensions. APPLICATIONS OF ICA. Feature Extraction by ICA. Brain Imaging Applications.Telecommunications.
    Type of Medium: Monograph available for loan
    Pages: XXI, 481 S. : Ill., graph. Darst.
    ISBN: 047140540X
    Series Statement: Adaptive and learning systems for signal processing, communications, and control
    Classification:
    Mathematics
    Location: Upper compact magazine
    Location: A 18 - must be ordered
    Branch Library: GFZ Library
    Branch Library: PIK Library
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  • 3
    Monograph available for loan
    Monograph available for loan
    New York [u.a.] : Springer
    Associated volumes
    Call number: 19/M 07.0213 ; PIK M 311-09-0039
    In: Springer series in statistics
    Description / Table of Contents: The Jackknife and bootstrap are the most popular data-resampling methods used in statistical analysis. This book provides a systematic introduction to the theory of the jackknife, bootstrap and other resampling methods that have been developed in the last twenty years. It aims to provide a guide to using these methods which will enable applied statisticians to feel comfortable in applying them to data in their own research. The authors have included examples of applying these methods in various applications in both the independent and identically distributed (iid) case and in more complicated cases with non-iid data sets.
    Type of Medium: Monograph available for loan
    Pages: XVII, 516 S. , graph. Darst.
    Edition: 2., corr. printing
    ISBN: 0387945156
    Series Statement: Springer series in statistics
    Classification:
    Mathematics
    Location: Reading room
    Location: A 18 - must be ordered
    Branch Library: GFZ Library
    Branch Library: PIK Library
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  • 4
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 07.0330 ; PIK M 311-08-0264
    Description / Table of Contents: Contents: Statistical Concepts.- Statistical Methods.- Bayesian Methods.- Analysis of Time Series.- Rule Induction.- Neural Networks.- Fuzzy Logic.- Stochastic Search Methods.- Systems and Applications.
    Type of Medium: Monograph available for loan
    Pages: XI, 514 S. , Ill., graph. Darst.
    Edition: 2nd rev. and extended ed.
    ISBN: 3540430601
    Classification:
    Mathematics
    Location: Reading room
    Location: A 18 - must be ordered
    Branch Library: GFZ Library
    Branch Library: PIK Library
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  • 5
    Monograph available for loan
    Monograph available for loan
    Hoboken, NJ : Wiley
    Call number: PIK M 370-08-0022 ; M 11.0363
    Type of Medium: Monograph available for loan
    Pages: x, 292 S.
    ISBN: 9780470059975
    Classification:
    Mathematics
    Location: A 18 - must be ordered
    Location: Upper compact magazine
    Branch Library: PIK Library
    Branch Library: GFZ Library
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  • 6
    Monograph available for loan
    Monograph available for loan
    London : Springer
    Call number: PIK M 311-03-0289 ; 19/M 07.0084
    Description / Table of Contents: Contents: Basics of Statistical Modeling.- Classical Extreme Value Theory and Models.- Threshold Models.- Extremes of Dependent Sequences.- Extremes of Non-Stationary Sequences.- A Point Process Characterization of Extremes.- Multivariate Extremes.
    Type of Medium: Monograph available for loan
    Pages: 208 p.
    Edition: 2. pr.
    ISBN: 1852334592
    Classification:
    Mathematics
    Location: A 18 - must be ordered
    Location: Reading room
    Branch Library: PIK Library
    Branch Library: GFZ Library
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