Mathematical statistics

Mathematical statistics

by Knight, Keith

Type Book
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"Traditional texts in mathematical statistics can seem - to some readers - heavily weighted with optimality theory of the various flavours developed in the 1940s and 1950s, and not particularly relevant to statistical practice. Mathematical Statistics stands apart from these treatments. While mathematically rigorous, its focus is on providing a set of useful tools that allow readers to understand the theoretical underpinnings of statistical methodology." "The result is a balanced, practical tex…

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Title Statements

  • Full title :Mathematical statistics / Keith Knight.

Summary

"Traditional texts in mathematical statistics can seem - to some readers - heavily weighted with optimality theory of the various flavours developed in the 1940s and 1950s, and not particularly relevant to statistical practice. Mathematical Statistics stands apart from these treatments. While mathematically rigorous, its focus is on providing a set of useful tools that allow readers to understand the theoretical underpinnings of statistical methodology." "The result is a balanced, practical text ideally suited for senior or graduate level studies in statistical theory."--Jacket.

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Edition Statements

  • Publication Date:©2000.

Publication Statements

The Physical Object

  • Description:481 pages : : illustrations ; : 25 cm

Edition Identifiers

  • ISBN:158488178X, 9781584881780, 013850363X, 9780138503635
  • oclc:ocm42786300
  • LC Classification:QA276
  • Dewey Decimal:519.5

Table of Contents

1. Introduction to Probability -- 2. Random vectors and joint distributions -- 3. Convergence of Random Variables -- 4. Principles of Point Estimation -- 5. Likelihood-Based Estimation -- 6. Optimality in Estimation -- 7. Interval Estimation and Hypothesis Testing -- 8. Linear and Generalized Linear Models -- 9. Goodness-of-Fit.

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Subjects

Estatística (textos elementares) Inferência estatística Inferência paramétrica Mathematical statistics statistiek Statistik Statistique mathématique

Writers

Knight, Keith

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