Behavioral Sciences Data Analysis and Statistics

How do we make sense of human behavior using data? Understanding statistics is essential for turning observations into reliable, scientific insights about the world. This text-based course guides you from foundational concepts to practical statistical application in psychology and the social sciences. You will gain the confidence to read research critically, analyze behavioral datasets, and report your findings accurately using modern scientific standards. What you'll learn: Understand core statistical terminology, descriptive statistics, and foundational research design; Apply hypothesis testing, t-tests, and ANOVA to analyze behavioral data; Analyze correlation and regression to identify relationships between variables; Interpret effect sizes and confidence intervals to evaluate practical significance; Practice modern open-science principles, including transparency and replication basics. We begin with basic definitions and research designs before moving step-by-step through core statistical tests. Through clear written explanations and practical data scenarios, you will learn how to select, compute, and interpret the right analysis for any behavioral research question. Designed entirely for beginners, this course requires no prior background in statistics or advanced mathematics. Start reading today to unlock the power of data in understanding human behavior.