Introduction to Data Analysis with R for Forensic Scientists - Couverture souple

Curran, James Michael

 
9781138381445: Introduction to Data Analysis with R for Forensic Scientists
Couverture souple
ISBN 10 : 1138381446 ISBN 13 : 9781138381445
Editeur : Routledge, 2019

Synopsis

Statistical methods provide a logical, coherent framework in which data from experimental science can be analyzed. However, many researchers lack the statistical skills or resources that would allow them to explore their data to its full potential. Introduction to Data Analysis with R for Forensic Sciences minimizes theory and mathematics and focuses on the application and practice of statistics to provide researchers with the dexterity necessary to systematically analyze data discovered from the fruits of their research.

Using traditional techniques and employing examples and tutorials with real data collected from experiments, this book presents the following critical information necessary for researchers:

  • A refresher on basic statistics and an introduction to R
  • Considerations and techniques for the visual display of data through graphics
  • An overview of statistical hypothesis tests and the reasoning behind them
  • A comprehensive guide to the use of the linear model, the foundation of most statistics encountered
  • An introduction to extensions to the linear model for commonly encountered scenarios, including logistic and Poisson regression
  • Instruction on how to plan and design experiments in a way that minimizes cost and maximizes the chances of finding differences that may exist

Focusing on forensic examples but useful for anyone working in a laboratory, this volume enables researchers to get the most out of their experiments by allowing them to cogently analyze the data they have collected, saving valuable time and effort.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

James M. Curran is currently an Associate Professor of Statistics in the Department of Statistics at the University of Auckland (Auckland, New Zealand). Dr. Curran is also the co-director of the New Zealand Bioinformatics Institute at the University of Auckland (www.bioinformatics.org.nz).

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Routledge
Date d'édition
2019
Langue
anglais
ISBN 10 
1138381446
ISBN 13 
9781138381445
Reliure
Broché
Nombre de pages
332
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781420088267: Introduction to Data Analysis with R for Forensic Scientists

Edition présentée

ISBN 10 :  1420088262 ISBN 13 :  9781420088267
Editeur : CRC Press, 2010
Couverture rigide