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  • Wishart distribution
  • thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
  • 1
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    Multivariate Statistical Analysis in the Real and Complex Domains (2022)
    Springer Nature | Springer International Publishing
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    Publication Date: 2024-04-04
    Description: This book explores topics in multivariate statistical analysis, relevant in the real and complex domains. It utilizes simplified and unified notations to render the complex subject matter both accessible and enjoyable, drawing from clear exposition and numerous illustrative examples. The book features an in-depth treatment of theory with a fair balance of applied coverage, and a classroom lecture style so that the learning process feels organic. It also contains original results, with the goal of driving research conversations forward. This will be particularly useful for researchers working in machine learning, biomedical signal processing, and other fields that increasingly rely on complex random variables to model complex-valued data. It can also be used in advanced courses on multivariate analysis. Numerous exercises are included throughout.
    Keywords: multivariate statistical analysis ; mathematical statistics ; complex domain ; matrix-variate ; Gaussian distributions ; Wishart distribution ; type-1 distributions ; type-2 distributions ; factor analysis ; classifications ; cluster ; profile analyses ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics ; thema EDItEUR::P Mathematics and Science::PH Physics::PHS Statistical physics
    Language: English
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  • 2
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    Linear Algebra (2022)
    De Gruyter | De Gruyter
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    Publication Date: 2024-04-04
    Description: In order not to intimidate students by a too abstract approach, this textbook on linear algebra is written to be easy to digest by non-mathematicians. It is also designed such that no other material is required for an understanding of the topics covered. As the basis for courses on space and atmospheric science, remote sensing, and satellite communications, applications of the formal theory in physics and engineering are discussed as well.
    Keywords: Linear algebra ; eigenvector ; matrix ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBF Algebra ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBU Optimization ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBM Instruments and instrumentation
    Language: English
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  • 3
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    Probability and Statistics (2022)
    De Gruyter | De Gruyter
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    Publication Date: 2024-04-04
    Description: This textbook offers an introduction to concepts of probability theory, probability distributions relevant in the applied sciences, as well as basics of sampling distributions, estimation and hypothesis testing. As a companion for classes for engineers and scientists, the book also covers applied topics such as model building and experiment design.
    Keywords: Probability calculation ; statistics ; modelling ; experimental design ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBM Instruments and instrumentation
    Language: English
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