Basics of Modern Mathematical Statistics

This textbook provides a unified and self-contained presentation of the main approaches to and ideas of mathematical statistics. It collects the basic mathematical ideas and tools needed as a basis for more serious studies or even independent research in statistics. The majority of existing textbook...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Spokoiny, Vladimir (Autor), Dickhaus, Thorsten (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Springer Texts in Statistics,
Temas:
Statistics .
Computer science-Mathematics.
Mathematical statistics.
Statistical Theory and Methods.
Probability and Statistics in Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Basic notions
  • Parameter Estimation for an i.i.d. Model
  • Regression Estimation
  •  Estimation in Linear Models
  • Bayes Estimation
  • Testing a Statistical Hypothesis
  • Testing in Linear Models
  • Some other Testing Methods
  •  Deviation Probability for Quadratic Forms.

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