Coverart for item
The Resource Bayesian Methods for Statistical Analysis

Bayesian Methods for Statistical Analysis

Label
Bayesian Methods for Statistical Analysis
Title
Bayesian Methods for Statistical Analysis
Creator
Author
Subject
Genre
Language
eng
Summary
Bayesian methods for statistical analysis¡is a book on statistical methods for analysing a wide variety of data. The book consists of 12 chapters, starting with basic concepts and covering numerous topics, including Bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, Markov chain Monte Carlo methods, finite population inference, biased sampling and nonignorable nonresponse. The book contains many exercises, all with worked solutions, including complete computer code. It is suitable for self-study or a semester-long course, with three hours of lectures and one tutorial per week for 13 weeks
Member of
Cataloging source
LVT
http://library.link/vocab/creatorName
Puza, Borek
Dewey number
519.5/42
Index
no index present
Language note
English
LC call number
QA279.5
LC item number
.B39 2015eb
Literary form
unknown
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Bayesian statistical decision theory
  • Mathematics
  • Probability & statistics
  • Bayesian inference
  • Mathematics / Probability & Statistics / Bayesian Analysis
  • Mathematics / Probability & Statistics
  • Mathematics
  • Bayesian statistical decision theory
Label
Bayesian Methods for Statistical Analysis
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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
1. Bayesian basics part 1 -- 2. Bayesian basics part 2 -- 3. Bayesian basics part 3 -- 4. Computational tools -- 5. Monte Carlo basics -- 6. MCMC methods part 1 -- 7. MCMC methods part 2 -- 8. Inference via WinBUGS -- 9. Bayesian finite population theory -- 10. Normal finite population models -- 11. Transformations and other topics -- 12. Biased sampling and nonresponse -- Appendix A: Additional exercises -- Appendix B: Distributions and notation -- Appendix C: Abbreviations and acronyms
Control code
1076716258
Dimensions
other
Extent
1 online resource
File format
one file format
Form of item
online
Isbn
9781921934254
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.26530/OAPEN_611011
http://library.link/vocab/ext/overdrive/overdriveId
22573/ctt1bh26x1
Quality assurance targets
unknown
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
unspecified
System control number
(OCoLC)1076716258
Label
Bayesian Methods for Statistical Analysis
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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
1. Bayesian basics part 1 -- 2. Bayesian basics part 2 -- 3. Bayesian basics part 3 -- 4. Computational tools -- 5. Monte Carlo basics -- 6. MCMC methods part 1 -- 7. MCMC methods part 2 -- 8. Inference via WinBUGS -- 9. Bayesian finite population theory -- 10. Normal finite population models -- 11. Transformations and other topics -- 12. Biased sampling and nonresponse -- Appendix A: Additional exercises -- Appendix B: Distributions and notation -- Appendix C: Abbreviations and acronyms
Control code
1076716258
Dimensions
other
Extent
1 online resource
File format
one file format
Form of item
online
Isbn
9781921934254
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.26530/OAPEN_611011
http://library.link/vocab/ext/overdrive/overdriveId
22573/ctt1bh26x1
Quality assurance targets
unknown
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
unspecified
System control number
(OCoLC)1076716258

Library Locations

    • Curtis Laws Wilson LibraryBorrow it
      400 West 14th Street, Rolla, MO, 65409, US
      37.955220 -91.772210
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