Routledge IBM SPSS for Intermediate Statistics, 5th Edition

Master the complexities of research data analysis with IBM SPSS for Intermediate Statistics: Use and Interpretation, Fifth Edition. Published by Routledge, this guide provides a clear path for researchers to navigate advanced statistical methods with confidence. This book helps you move beyond basic calculations by teaching you how to select the right statistic based on your specific research design. You will learn to perform intermediate and multivariate statistics, interpret complex output, and write professional reports about your findings. Beyond simple computation, the text covers how to assess data accuracy and reliability. You will learn to determine if your data meets the necessary assumptions for statistical tests and how to calculate effect sizes, including odds ratios for logistic analysis. Whether you are working in the social sciences or medical research, this resource provides the practical steps needed to turn raw data into meaningful, accurate results.