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Theory and methods of statistics / P.K. Bhattacharya, Prabir Burman.

By: Bhattacharya, P. K [author.].
Contributor(s): Burman, Prabir [author.] | Gale Group.
Series: Gale virtual reference library.Publisher: London : Academic Press, [2016]Copyright date: ©2016Edition: First edition.Description: 1 online resource (xiv, 529 pages).Content type: text Media type: computer Carrier type: online resourceISBN: 9780128024409; 9780128041239.Subject(s): Mathematical statisticsDDC classification: 519.5 Online resources: Aquí puedes acceder a este libro en forma virtual
Contents:
1. Probability theory -- 2. Some common probability distributions -- 3. Infinite sequences of random variables and their convergence properties -- 4. Basic concepts of statistical inference -- 5. Point estimation in parametric models -- 6. Hypothesis testing -- 7. Methods based on likelihood and their asymptotic properties -- 8. Distribution-free tests for hypothesis testing in nonparametric families -- 9. Curve estimation -- 10. Statistical functionals and their use in robust estimation -- 11. Linear models -- 12. Multivariate analysis -- 13. Time series.
In: GaleSummary: This book explores foundational statistics, probability theory, linear models, and related special topics, including many probability inequalities useful for investigating convergence of statistical procedures.
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Includes bibliographical references and index.

1. Probability theory -- 2. Some common probability distributions -- 3. Infinite sequences of random variables and their convergence properties -- 4. Basic concepts of statistical inference -- 5. Point estimation in parametric models -- 6. Hypothesis testing -- 7. Methods based on likelihood and their asymptotic properties -- 8. Distribution-free tests for hypothesis testing in nonparametric families -- 9. Curve estimation -- 10. Statistical functionals and their use in robust estimation -- 11. Linear models -- 12. Multivariate analysis -- 13. Time series.

This book explores foundational statistics, probability theory, linear models, and related special topics, including many probability inequalities useful for investigating convergence of statistical procedures.

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