The Resource Bayesian Inference : Parameter Estimation and Decisions, by Hanns L. Harney, (electronic resource)

Bayesian Inference : Parameter Estimation and Decisions, by Hanns L. Harney, (electronic resource)

Label
Bayesian Inference : Parameter Estimation and Decisions
Title
Bayesian Inference
Title remainder
Parameter Estimation and Decisions
Statement of responsibility
by Hanns L. Harney
Creator
Subject
Genre
Language
eng
Summary
The book provides a generalization of Gaussian error intervals to situations where the data follow non-Gaussian distributions. This usually occurs in frontier science, where the observed parameter is just above background or the histogram of multiparametric data contains empty bins. Then the validity of a theory cannot be decided by the chi-squared-criterion, but this long-standing problem is solved here. The book is based on Bayes' theorem, symmetry and differential geometry. In addition to solutions of practical problems, the text provides an epistemic insight: The logic of quantum mechanics is obtained as the logic of unbiased inference from counting data. However, no knowledge of quantum mechanics is required. The text, examples and exercises are written at an introductory level
Member of
Cataloging source
AU@
http://library.link/vocab/creatorName
Harney, Hanns L
Dewey number
621.3
Index
no index present
LC call number
  • QA76.889
  • TK7874.887
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Advanced Texts in Physics,
http://library.link/vocab/subjectName
  • Physics
  • Computer science
  • Quantum theory
  • Mathematical statistics
  • Computer science
  • Mathematical statistics
  • Physics
  • Quantum theory
Label
Bayesian Inference : Parameter Estimation and Decisions, by Hanns L. Harney, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-662-06006-3
Instantiates
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Knowledge and Logic -- Bayes' Theorem -- Probable and improbable Data -- Bayes' Theorem and the Truth -- Description of Distributions I: Probability Densities -- Description of Distributions II: Form Invariance I: Real x -- Examples of Invariant Measures -- A Linear Representation of Form Invariance -- Beyond Form Invariance: The Geometric Prior -- Econophysics -- Inferring Mean or Standard Deviation -- Form Invariance II: Natural x -- Independence of Parameters -- The Art of Fitting I: Real x -- Judging a Fit I: Real x -- The Art of Fitting II: Natural x -- Judging a Fit II: Natural x -- Summary -- A Problems -- B Form Invariance I: Probability Densities -- C Beyond Form Invariance: The Geometric Prior -- D Inferring Mean or Standard Deviation -- E Form Invariance II: Natural x -- F Independence of Parameters -- G The Art of Fitting I: Real x -- H Judging a Fit II: Natural x -- Bibliography
Dimensions
unknown
Extent
1 online resource (xiii, 265 pages).
File format
unknown
Form of item
online
Isbn
9783662060063
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-662-06006-3
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851374216
  • (OCoLC)ocn851374216
Label
Bayesian Inference : Parameter Estimation and Decisions, by Hanns L. Harney, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-662-06006-3
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Knowledge and Logic -- Bayes' Theorem -- Probable and improbable Data -- Bayes' Theorem and the Truth -- Description of Distributions I: Probability Densities -- Description of Distributions II: Form Invariance I: Real x -- Examples of Invariant Measures -- A Linear Representation of Form Invariance -- Beyond Form Invariance: The Geometric Prior -- Econophysics -- Inferring Mean or Standard Deviation -- Form Invariance II: Natural x -- Independence of Parameters -- The Art of Fitting I: Real x -- Judging a Fit I: Real x -- The Art of Fitting II: Natural x -- Judging a Fit II: Natural x -- Summary -- A Problems -- B Form Invariance I: Probability Densities -- C Beyond Form Invariance: The Geometric Prior -- D Inferring Mean or Standard Deviation -- E Form Invariance II: Natural x -- F Independence of Parameters -- G The Art of Fitting I: Real x -- H Judging a Fit II: Natural x -- Bibliography
Dimensions
unknown
Extent
1 online resource (xiii, 265 pages).
File format
unknown
Form of item
online
Isbn
9783662060063
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-662-06006-3
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851374216
  • (OCoLC)ocn851374216

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