Springer Texts in Statistics

Basics of Modern Mathematical Statistics

Authors: Spokoiny, Vladimir, Dickhaus, Thorsten

  • The book provides a compact and self-contained introduction to modern mathematical statistics
  • Includes exercises and solution hints
  • Presents an overview of the main classical findings in mathematical statistics from a modern viewpoint  
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eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-39909-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $69.99
price for USA
  • ISBN 978-3-642-39908-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $69.99
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: August 31, 2016
  • ISBN 978-3-662-51348-4
  • Free shipping for individuals worldwide
About this Textbook

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.

About the authors

Vladimir Spokoiny defended his PhD at the Lomonosoff State University Moscow in 1988. Since 2000 he has been the head of the research group “Nonparametric Statistics” at the Weierstrass Institute Berlin, and since 2002 he has served as a professor of Statistics and Economics at the Humboldt University Berlin.

Thorsten Dickhaus received his Ph. D. from Heinrich-Heine-University Düsseldorf in 2008. After postdoc positions at the German Diabetes Center Düsseldorf and Berlin Institute of Technology, he became a junior professor of Mathematical Statistics at the Humboldt University Berlin in 2010.

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Table of contents (8 chapters)

  • Basic Notions

    Spokoiny, Vladimir (et al.)

    Pages 1-10

  • Parameter Estimation for an i.i.d. Model

    Spokoiny, Vladimir (et al.)

    Pages 11-73

  • Regression Estimation

    Spokoiny, Vladimir (et al.)

    Pages 75-118

  • Estimation in Linear Models

    Spokoiny, Vladimir (et al.)

    Pages 119-172

  • Bayes Estimation

    Spokoiny, Vladimir (et al.)

    Pages 173-194

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-39909-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $69.99
price for USA
  • ISBN 978-3-642-39908-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $69.99
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: August 31, 2016
  • ISBN 978-3-662-51348-4
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Basics of Modern Mathematical Statistics
Authors
Series Title
Springer Texts in Statistics
Copyright
2015
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-39909-1
DOI
10.1007/978-3-642-39909-1
Hardcover ISBN
978-3-642-39908-4
Softcover ISBN
978-3-662-51348-4
Series ISSN
1431-875X
Edition Number
1
Number of Pages
XVIII, 296
Number of Illustrations and Tables
1 b/w illustrations
Topics