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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 study or even independent research in statistics. The majority of existing textbooks in mathematical statistics follow the classical asymptotic framework. Yet, as modern statistics has changed rapidly in recent years, new methods and approaches have appeared. The emphasis is on finite sample behavior, large parameter dimensions, and model misspecifications. The present book provides a fully self-contained introduction to the world of modern mathematical statistics, collecting the basic knowledge, concepts and findings needed for doing further research in the modern theoretical and applied statistics. This textbook is primarily intended for graduate and postdoc students and young researchers who are interested in modern statistical methods.

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Detail Information
Series Title
-
Call Number
519.5
Publisher
Berlin : .,
Collation
XVIII, 296
Language
English
ISBN/ISSN
-
Classification
519.5
Content Type
-
Media Type
computer
Carrier Type
online resource
Edition
-
Subject(s)
STATISTIKA
Specific Detail Info
-
Statement of Responsibility
Other Information
Cataloger
ratna
Source
https://link.springer.com/book/10.1007/978-3-642-39909-1
Validator
-
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