The fourth edition of <em>Statistics for the Behavioral Sciences</em> by award-winning author Gregory Privitera aims to not only inspire students to use statistics properly to better understand the world around them, but also to develop the skills to be lab-ready in applied research settings. Using examples from current, relatable research throughout the text, Privitera shows students that statistics can be relevant, interesting, and accessible. The latest edition gives students a greater awareness of the best practices of analysis in the behavioral sciences, with a focus on transparency in recording, managing, analyzing, and interpreting data. All data sets for null hypothesis significance testing satisfy the assumptions for those tests. Updates for the 7th edition of APA style are integrated throughout, especially in APA in Focus sections for reporting results<em>.</em><p><span>Expanded features help students better organize their learning experiences. IBM® SPSS® in