The Resource Mathematical Statistics, by Jun Shao, (electronic resource)

Mathematical Statistics, by Jun Shao, (electronic resource)

Label
Mathematical Statistics
Title
Mathematical Statistics
Statement of responsibility
by Jun Shao
Creator
Author
Author
Subject
Language
eng
Summary
This book is intended for a course entitled Mathematical Statistics o?ered at the Department of Statistics, University of Wisconsin-Madison. This course, taught in a mathematically rigorous fashion, covers essential - terials in statistical theory that a ?rst or second year graduate student typically needs to learn as preparation for work on a Ph. D. degree in stat- tics. The course is designed for two 15-week semesters, with three lecture hours and two discussion hours in each week. Students in this course are assumed to have a good knowledge of advanced calculus. A course in real analysis or measure theory prior to this course is often recommended. Chapter 1 provides a quick overview of important concepts and results in measure-theoretic probability theory that are used as tools in the rest of the book. Chapter 2 introduces some fundamental concepts in statistics, including statistical models, the principle of su?ciency in data reduction, and two statistical approaches adopted throughout the book: statistical decision theory and statistical inference. Each of Chapters 3 through 7 provides a detailed study of an important topic in statistical decision t- ory and inference; Chapter 3 introduces the theory of unbiased estimation; Chapter 4 studies theory and methods in point estimation under param- ric models; Chapter 5 covers point estimation in nonparametric settings; Chapter 6 focuses on hypothesis testing; and Chapter 7 discusses int- val estimation and con?dence sets
Member of
http://library.link/vocab/creatorName
Shao, Jun
Dewey number
519.5
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
ndJWSuwgi-U
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Springer Texts in Statistics,
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Statistical Theory and Methods
Label
Mathematical Statistics, by Jun Shao, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references (p. 493-503) and indexes
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Probability Theory -- Fundamentals of Statistics -- Unbiased Estimation -- Estimation in Parametric Models -- Estimation in Nonparametric Models -- Hypothesis Tests -- Confidence Sets
Dimensions
unknown
Edition
1st ed. 1999.
Extent
1 online resource (544 p.)
Form of item
online
Isbn
9786610010523
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/b98900
Specific material designation
remote
System control number
  • (CKB)111087027063566
  • (EBL)3035311
  • (DE-He213)978-0-387-22759-7
  • (MiAaPQ)EBC3035311
  • (EXLCZ)99111087027063566
Label
Mathematical Statistics, by Jun Shao, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references (p. 493-503) and indexes
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Probability Theory -- Fundamentals of Statistics -- Unbiased Estimation -- Estimation in Parametric Models -- Estimation in Nonparametric Models -- Hypothesis Tests -- Confidence Sets
Dimensions
unknown
Edition
1st ed. 1999.
Extent
1 online resource (544 p.)
Form of item
online
Isbn
9786610010523
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/b98900
Specific material designation
remote
System control number
  • (CKB)111087027063566
  • (EBL)3035311
  • (DE-He213)978-0-387-22759-7
  • (MiAaPQ)EBC3035311
  • (EXLCZ)99111087027063566

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