Basics of Modern Mathematical Statistics

• Κύριοι συγγραφείς: Spokoiny, Vladimir (Συγγραφέας), Dickhaus, Thorsten (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
• Σειρά: Springer Texts in Statistics,
• Θέματα: Statistics.; Mathematical statistics.; Statistical Theory and Methods.; Probability and Statistics in Computer Science.

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...

Πίνακας περιεχομένων:

• 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.