Applying Benford's Law for Assessing the Validity of Social Science Data

Long, Michael A.; Stretesky, Paul B.; Berry, Kenneth J.; Johnston, Janis E.; Lynch, Michael J.

ISBN 10: 1009124242 / ISBN 13: 9781009124249

Edité par Cambridge University Press, 2023

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N° de réf. du vendeur 46044265-n

Détails bibliographiques

• Titre: Applying Benford's Law for Assessing the Validity of Social Science Data
• Éditeur: Cambridge University Press
• Date de parution: 2023
• Langue: anglais
• ISBN à 10 chiffres: 1009124242
• ISBN à 13 chiffres: 9781009124249
• Reliure: Couverture souple
• État de l'article: New

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Synopsis

Benford's Law is a probability distribution for the likelihood of the leading digit in a set of numbers. This book seeks to improve and systematize the use of Benford's Law in the social sciences to assess the validity of self-reported data. The authors first introduce a new measure of conformity to the Benford distribution that is created using permutation statistical methods and employs the concept of statistical agreement. In a switch from a typical Benford application, this book moves away from using Benford's Law to test whether the data conform to the Benford distribution, to using it to draw conclusions about the validity of the data. The concept of 'Benford validity' is developed, which indicates whether a dataset is valid based on comparisons with the Benford distribution and, in relation to this, diagnostic procedure that assesses the impact of not having Benford validity on data analysis is devised.

À propos des auteurs

Michael A. Long is a Professor of Sociology at Oklahoma State University, USA. He is the author or co-author of six books and over 90 journal articles and book chapters primarily in the areas of environmental sociology, green criminology, sustainability, food insecurity, public health, and quantitative methodology. He has received funding from the National Science Foundation, US Department of Agriculture, the British Academy, among others for his research.

Paul B. Stretesky is a Professor of Criminology at Northumbria University, UK. He is the author of eight books and over 100 journal articles and book chapters, primarily in the areas of environmental justice, environmental sociology, green criminology and food insecurity. He has funding from the Natural Environment Research Council (UK) for his research.

Kenneth J. Berry is an Emeritus Professor of Sociology at Colorado State University, USA. He is the author of seven books and 185 referred journal articles. He is a leading scholar in the statistics subfield known as 'permutation methods.' In 2002 he was named John N. Stern Distinguished Professor in the College of Liberal Arts at Colorado State University.