rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Basics of Modern Mathematical Statistics
  name:
    name part: Spokoiny, Vladimir.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Dickhaus, Thorsten.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2015
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVIII, 296 p. 1 illus. online resource.
  abstract: 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 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.
  table of contents: 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.
  note: by Vladimir Spokoiny, Thorsten Dickhaus.
  subject:
    topic: Statistics
  subject:
    topic: Mathematical statistics
  subject:
    topic: Statistics
  subject:
    topic: Statistical Theory and Methods
  subject:
    topic: Probability and Statistics in Computer Science
  classification: QA276-280
  classification: 519.5
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Springer Texts in Statistics
  identifier: 9783642399091
  identifier: http://dx.doi.org/10.1007/978-3-642-39909-1
  record info:
    record creation date: 141025
    record change date: 20151103121314.0
    record identifier: 978-3-642-39909-1