Data Analysis: A Gentle Introduction for Future Data Scientists - Softcover

Upton, Graham; Brawn, Dan

Softcover

ISBN 10: 0192885782 ISBN 13: 9780192885784

Publisher: Oxford University Press, 2023

Synopsis

This slim volume provides a very approachable guide to the techniques and basic ideas of probability and statistics and more advanced techniques such as generalised linear models, classification using logistic regression, and support-vector machines.

About this title

About the Author

Graham Upton, Formerly Professor of Applied Statistics, University of Essex, UK, Dan Brawn, Lecturer, Department of Mathematical Sciences, University of Essex, UK

Dr Upton studied at Leicester and Birmingham Universities before taking up a position at the University of Newcastle-upon Tyne. From 1973 until 2014 he taught at the University of Essex, where his responsibilities included time as a dean and as a head of department. His varied data analysis included making sense of British voting figures, identifying gene patterns using microarrays, and estimating rainfall using many different measuring instruments.


Dr Brawn is the holder of two PhDs: in Seismology from the University of Witwatersrand (1989); in Applied Statistics from the University of Essex (2009), both fields involving considerable data analysis. His extensive teaching experience covers many branches of the mathematical sciences and has most recently focused on introducing data analysis to students with limited mathematical background.

Edition details

• Publisher: Oxford University Press
• Publication date: 2023
• Language: English
• ISBN 10: 0192885782
• ISBN 13: 9780192885784
• Binding: Paperback
• Number of pages: 160