Master the analysis of relationships between variables and advanced statistical modeling techniques, including regression, comparisons of means, and factorial designs. This course empowers learners to apply sophisticated statistical tools to complex data scenarios.

This course covers the analysis of categorical and continuous relationships, the general linear model, and methods for comparing means across groups and conditions. Learners will explore regression analysis, t-tests, ANOVA, and factorial designs, gaining the ability to interpret results and understand the implications of statistical findings. By the end of the course, you will be able to select and apply appropriate statistical models to answer research questions and draw meaningful conclusions from data. The course uses a narrative framework and clear, step-by-step explanations to demystify advanced statistical techniques. Learners engage with real-world examples and interactive assessments to solidify their understanding and build practical skills. This course is part three of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on An Adventure in Statistics, by Andy Field. Copyright ©2022 by Sage Publications Limited. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies. Published by Sage Publications Limited, London. Used by arrangement with Sage Publications Limited.