The Joy of Stats offers a reader-friendly introduction to applied statistics and quantitative analysis in the social sciences and public policy. Perfect as an undergraduate text or self-study manual, it emphasises how to understand concepts, interpret algorithms and formulas, analyse data, and answer research questions.This brand new edition offers examples and visualisations using real-life data, a revised discussion of statistical inference, and introductory examples in Stata, SPSS, and R. The third edition has been extensively reorganised with shorter chapters and closer links between concepts and formulas, while retaining useful pedagogical features including key terms, practice exercises, a math refresher, and playful inserts on 'the mathematical imagination.' The Joy of Stats also places a strong emphasis on learning how to write and speak clearly about data results. Supported by a companion website with data sets and additional resources, TheJoy of Stats is a superb choice for introducing students to applied statistics and for refreshing and reviewing stats as a social scientist, public policy professional, or community activist.