IBM SPSS Statistics 25 Step by Step: A Simple Guide and Reference, in its fifteenth edition, offers a clear and straightforward approach to understanding IBM SPSS Statistics software. Written by Darren George, the book is published by Routledge and was released on October 22, 2018. It provides extensive use of four-color screen shots, detailed step-by-step instructions, and exercises at the end of each chapter to guide readers through various statistical analyses using SPSS. The book covers a wide range of topics from basic descriptive statistics to more advanced techniques such as multiple regression, multidimensional scaling, and MANOVA. It is designed for both undergraduate students in their introductory statistics courses and postgraduates seeking to deepen their knowledge of SPSS and statistical analysis.

This edition has been updated throughout to reflect the latest version of SPSS (25), with new content on Chart Builder, Univariate ANOVA, moderation in two- and three-way ANOVA, and Factor Analytic Techniques. The book is ideal for researchers looking to enhance their skills in using SPSS for data analysis.