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Linear Models and the Relevant Distributions and Matrix Algebra

Language EnglishEnglish
Book Hardback
Book Linear Models and the Relevant Distributions and Matrix Algebra HARVILLE
Libristo code: 18352629
Publishers Taylor & Francis Ltd, March 2018
Linear Models and the Relevant Distributions and Matrix Algebra provides in-depth and detailed cover... Full description
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251.57 €
492.02  лв
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Linear Models and the Relevant Distributions and Matrix Algebra provides in-depth and detailed coverage of the use of linear statistical models as a basis for parametric and predictive inference. It can be a valuable reference, a primary or secondary text in a graduate-level course on linear models, or a resource used (in a course on mathematical statistics) to illustrate various theoretical concepts in the context of a relatively complex setting of great practical importance.

Features:

  • Provides coverage of matrix algebra that is extensive and relatively self-contained and does so in a meaningful context
  • Provides thorough coverage of the relevant statistical distributions, including spherically and elliptically symmetric distributions
  • Includes extensive coverage of multiple-comparison procedures (and of simultaneous confidence intervals), including procedures for controlling the k-FWER and the FDR
  • Provides thorough coverage (complete with detailed and highly accessible proofs) of results on the properties of various linear-model procedures, including those of least squares estimators and those of the F test.
  • Features the use of real data sets for illustrative purposes
  • Includes many exercises
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About the book

Full name Linear Models and the Relevant Distributions and Matrix Algebra
Author HARVILLE
Language English
Binding Book - Hardback
Date of issue 2018
Number of pages 524
EAN 9781138578333
ISBN 9781138578333
Libristo code 18352629
Publishers Taylor & Francis Ltd
Weight 1142
Dimensions 261 x 186 x 36

Categories

Mathematics & Science > Mathematics > Algebra
Mathematics & Science > Mathematics > Probability & statistics
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