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01. Web resource
The Scribbr website has an excellent beginners guide to statistical analysis.
It also covers everything from experimental design, through choosing the right test, to statistical analysis.
02. e-book
This e-book is available in the University library:
Dytham, C., 2011, Choosing and Using Statistics: A Biologist's Guide, 3rd Edition, Wiley
03. e-book
Pallant, J., 2020, SPSS Survival Manual : A Step by Step Guide to Data Analysis Using IBM SPSS, McGraw-Hill Education,
04. Online book
This free online book from openstax is available to download as a PDF, iBook or Kindle.
Introductory Statistics