There are a number of textbooks designed to explain statistics that you may be able to purchase online via Amazon or eBooks. You can also purchase hardcopies through Monash University's Retail Store

A couple that may be of use include:

  • Discovering Statistics for SPSS by Andy Field (Sage, 2013).

  • Vital Statistics (Elsevier, 2013).