Bayesian Networks for Probabilistic Inference and Decision Analysis in Forensic Science 2e: Statistics in Practice
Autor F Taronien Limba Engleză Hardback – 4 sep 2014
Dr. Ian Evett, Principal Forensic Services Ltd, London, UK
Continuing developments in science and technology mean that the amounts of information forensic scientists are able to provide for criminal investigations is ever increasing.
The commensurate increase in complexity creates difficulties for scientists and lawyers with regard to evaluation and interpretation, notably with respect to issues of inference and decision.
Probability theory, implemented through graphical methods, and specifically Bayesian networks, provides powerful methods to deal with this complexity. Extensions of these methods to elements
of decision theory provide further support and assistance to the judicial system.
Bayesian Networks for Probabilistic Inference and Decision Analysis in Forensic Science provides a unique and comprehensive introduction to the use of Bayesian decision networks for the evaluation and interpretation of scientific findings in forensic science, and for the support of decision-makers in their scientific and legal tasks.
- Includes self-contained introductions to probability and decision theory.
- Develops the characteristics of Bayesian networks, object-oriented Bayesian networks and their extension to decision models.
- Features implementation of the methodology with reference to commercial and academically available software.
- Presents standard networks and their extensions that can be easily implemented and that can assist in the reader's own analysis of real cases.
- Provides a technique for structuring problems and organizing data based on methods and principles of scientific reasoning.
- Contains a method for the construction of coherent and defensible arguments for the analysis and evaluation of scientific findings and for decisions based on them.
- Is written in a lucid style, suitable for forensic scientists and lawyers with minimal mathematical background.
- Includes a foreword by Ian Evett.
The clear and accessible style of this second edition makes this book ideal for all forensic scientists, applied statisticians and graduate students wishing to evaluate forensic findings from the perspective of probability and decision analysis. It will also appeal to lawyers and other scientists and professionals interested in the evaluation and interpretation of forensic findings, including decision making based on scientific information.
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Specificații
ISBN-13: 9780470979730
ISBN-10: 0470979739
Pagini: 472
Dimensiuni: 170 x 244 x 28 mm
Greutate: 0.86 kg
Ediția:2nd Edition
Editura: Wiley
Seria Statistics in Practice
Locul publicării:Chichester, United Kingdom
ISBN-10: 0470979739
Pagini: 472
Dimensiuni: 170 x 244 x 28 mm
Greutate: 0.86 kg
Ediția:2nd Edition
Editura: Wiley
Seria Statistics in Practice
Locul publicării:Chichester, United Kingdom
Public țintă
Primary MarketThose involved in the administration of justice, e.g. lawyers, criminologists, social scientists. Scientists of all disciplines, interested in the analysis of data.
Secondary Market
Graduate students of forensic science and applied statistics. Forensic scientists and applied statisticians working in evidence evaluation.
Notă biografică
FRANCO TARONI, University of Lausanne, Switzerland
ALEX BIEDERMANN, University of Lausanne, Switzerland
SILVIA BOZZA, University Ca' Foscari of Venice, Italy
PAOLO GARBOLINO, University IUAV of Venice, Italy
COLIN AITKEN, University ofEdinburgh, UK
ALEX BIEDERMANN, University of Lausanne, Switzerland
SILVIA BOZZA, University Ca' Foscari of Venice, Italy
PAOLO GARBOLINO, University IUAV of Venice, Italy
COLIN AITKEN, University ofEdinburgh, UK