Cargando…

The subjectivity of scientists and the Bayesian approach

Comparing and contrasting the reality of subjectivity in the work of history's great scientists and the modern Bayesian approach to statistical analysisScientists and researchers are taught to analyze their data from an objective point of view, allowing the data to speak for themselves rather t...

Descripción completa

Detalles Bibliográficos
Autores principales: Press, James S, Tanur, Judith M
Lenguaje:eng
Publicado: Wiley 2001
Materias:
Acceso en línea:http://cds.cern.ch/record/500331
_version_ 1780897240408129536
author Press, James S
Tanur, Judith M
author_facet Press, James S
Tanur, Judith M
author_sort Press, James S
collection CERN
description Comparing and contrasting the reality of subjectivity in the work of history's great scientists and the modern Bayesian approach to statistical analysisScientists and researchers are taught to analyze their data from an objective point of view, allowing the data to speak for themselves rather than assigning them meaning based on expectations or opinions. But scientists have never behaved fully objectively. Throughout history, some of our greatest scientific minds have relied on intuition, hunches, and personal beliefs to make sense of empirical data-and these subjective influences have often a
id cern-500331
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2001
publisher Wiley
record_format invenio
spelling cern-5003312021-04-22T02:54:44Zhttp://cds.cern.ch/record/500331engPress, James STanur, Judith MThe subjectivity of scientists and the Bayesian approachScience in GeneralMathematical Physics and MathematicsComparing and contrasting the reality of subjectivity in the work of history's great scientists and the modern Bayesian approach to statistical analysisScientists and researchers are taught to analyze their data from an objective point of view, allowing the data to speak for themselves rather than assigning them meaning based on expectations or opinions. But scientists have never behaved fully objectively. Throughout history, some of our greatest scientific minds have relied on intuition, hunches, and personal beliefs to make sense of empirical data-and these subjective influences have often a"Press and Tanur argue that subjectivity has not only played a significant role in the advancement of science but that science will advance more rapidly if the modern methods of Bayesian statistical analysis replace some of the more classical twentieth-century methods." — SciTech Book News. "An insightful work." ― Choice. "Compilation of interesting popular problems … this book is fascinating." — Short Book Reviews, International Statistical Institute. Subjectivity ― including intuition, hunches, and personal beliefs ― has played a key role in scientific discovery. This intriguing book illustrates subjective influences on scientific progress with historical accounts and biographical sketches of more than a dozen luminaries, including Aristotle, Galileo, Newton, Darwin, Pasteur, Freud, Einstein, Margaret Mead, and others. The treatment also offers a detailed examination of the modern Bayesian approach to data analysis, with references to the Bayesian theoretical and applied literature. Suitable for lay readers as well as science specialists, this survey will also appeal to historians of science and those interested in knowing more about the Bayesian approach.Intriguing examination of works by Aristotle, Galileo, Newton, Pasteur, Einstein, Margaret Mead, and other scientists in terms of subjectivity and the Bayesian approach to statistical analysis. "An insightful work." - Choice. 2001 edition.Wileyoai:cds.cern.ch:5003312001
spellingShingle Science in General
Mathematical Physics and Mathematics
Press, James S
Tanur, Judith M
The subjectivity of scientists and the Bayesian approach
title The subjectivity of scientists and the Bayesian approach
title_full The subjectivity of scientists and the Bayesian approach
title_fullStr The subjectivity of scientists and the Bayesian approach
title_full_unstemmed The subjectivity of scientists and the Bayesian approach
title_short The subjectivity of scientists and the Bayesian approach
title_sort subjectivity of scientists and the bayesian approach
topic Science in General
Mathematical Physics and Mathematics
url http://cds.cern.ch/record/500331
work_keys_str_mv AT pressjamess thesubjectivityofscientistsandthebayesianapproach
AT tanurjudithm thesubjectivityofscientistsandthebayesianapproach
AT pressjamess subjectivityofscientistsandthebayesianapproach
AT tanurjudithm subjectivityofscientistsandthebayesianapproach