Data Analysis in Forensic Science: A Bayesian Decision Perspective Hardcover - 2010 - 1st Edition
by Franco Taroni; Silvia Bozza; Alex Biedermann
From the rear cover
The use of formal statistical methods to analyse quantitative data in forensic science has increased considerably over the last few years. Students, researchers and practitioners in forensic science regularly ask questions concerning the relative merits of differing approaches, in particular the frequentist and Bayesian approaches, to statistical inference in the forensic context. The ideas of the Bayesian approach in forensic science are now being extended to include decision theory and the associated concept of utility.
Data Analysis in Forensic Science: A Bayesian Decision Perspective sets forth procedures for data analysis that rely on the decision-theoretic approach to inference. Emphasis is made on foundational philosophical tenets as well as the implications of the decision-theoretic approach in practice. This book discusses a range of statistical decision-theoretic methods that are useful in the analysis of forensic scientific data. Forensic scientific examples include point estimation, the comparison of means and proportions in populations, the choice of sample size and the classification of items of evidence of unknown origin into predefined populations.
Key Features:
- Comprehensive coverage of the analysis of forensic data from a Bayesian perspective, featuring numerous real-world examples and applications.
- Explanation and definition of key concepts and methods from historical, philosophical and theoretical points of view.
- An incremental approach for consideration of examples inspired and motivated by issues that may arise in routine forensic practice.
- Consideration of the arguments and methods, including those of decision theory, used at each stage of the analyses.
- Inclusion of code written in R to offer an opportunity for enhanced exploration of the ideas.
- The use of graphical models (e.g. Bayesian networks) to illustrate selected applications of Bayesian methodology.
Details
- Title Data Analysis in Forensic Science: A Bayesian Decision Perspective
- Author Franco Taroni; Silvia Bozza; Alex Biedermann
- Binding Hardcover
- Edition number 1st
- Edition 1
- Pages 392
- Volumes 1
- Language ENG
- Publisher Wiley
- Date 2010-05
- Illustrated Yes
- Features Bibliography, Illustrated, Index, Table of Contents
- ISBN 9780470998359 / 0470998350
- Weight 1.55 lbs (0.70 kg)
- Dimensions 9.1 x 5.7 x 1 in (23.11 x 14.48 x 2.54 cm)
- Library of Congress subjects Bayesian statistical decision theory, Forensic sciences - Statistical methods
- Library of Congress Catalog Number 2009054415
- Dewey Decimal Code 363.250
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