Unlock the power of data with the essential guide, ‘Applied Multivariate Statistical Concepts, 2nd Edition.’ Perfect for students and researchers in social, behavioral, and educational sciences, this book offers a conceptual approach to mastering key multivariate techniques. Hahs-Vaughn provides clear explanations, real-world examples using R and SPSS, and practical guidance on implementing and interpreting complex statistical software outputs. Explore classic and cutting-edge methods, including propensity score analysis, path analysis, and latent class analysis. With a focus on understanding the ‘why’ behind each technique, this textbook equips you to tackle real-world research problems and write manuscript-ready results. Ideal for courses in multivariate statistics and advanced quantitative methods.