Mathematical Statistics: Basic Ideas And Selected Topics: 1 - Brossura

Bickel, Peter J.; Doksum, Kjell A.

 
9780132306379: Mathematical Statistics: Basic Ideas And Selected Topics: 1

Sinossi

For graduate-level courses in Statistical Inference or Theoretical Statistics in departments of Statistics, Bio-Statistics, Economics, Computer Science, and Mathematics.


An updated printing! In response to feedback from faculty and students, some sections within the book have been rewritten. Also, a number of corrections have been made, further improving the accuracy of this outstanding textbook.


This updated classic, time-honored introduction to the theory and practice of statistics modeling and inference reflects the changing focus of contemporary Statistics. Coverage begins with the more general nonparametric point of view and then looks at parametric models as submodels of the nonparametric ones which can be described smoothly by Euclidean parameters. Although some computational issues are discussed, this is very much a book on theory. It relates theory to conceptual and technical issues encountered in practice, viewing theory as suggestive for practice, not prescriptive. It shows readers how assumptions which lead to neat theory may be unrealistic in practice.


Statistical Models, Goals, and Performance Criteria. Methods of Estimation. Measures of Performance, Notions of Optimality, and Construction of Optimal Procedures in Simple Situations. Testing Statistical Hypotheses: Basic Theory. Asymptotic Approximations. Multiparameter Estimation, Testing and Confidence Regions. A Review of Basic Probability Theory. More Advanced Topics in Analysis and Probability. Matrix Algebra.

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Product Description

Book by Bickel Peter J Doksum Kjell A

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Altre edizioni note dello stesso titolo

9780138503635: Mathematical Statistics: Basic Ideas and Selected Topics: 1

Edizione in evidenza

ISBN 10:  013850363X ISBN 13:  9780138503635
Casa editrice: Pearson College Div, 2000
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