MULTINOMIAL REGRESSION USING SPSS—Step-by-Step Tutorial

Learn how to run and interpret Multinomial Logistic Regression in SPSS in a clear and practical way. This method is used when your dependent variable has more than two categories (e.g., Low / Medium / High, Type A / B / C). In this tutorial, you will learn: ✔ When to use Multinomial Regression instead of Binary Logistic Regression ✔ How to prepare and code categorical variables in SPSS ✔ Step-by-step procedure to run the model ✔ How to interpret Parameter Estimates and Reference Categories ✔ Understanding Model Fitting Information and Goodness-of-Fit tests ✔ How to interpret Exp(B) (Relative Risk Ratios) ✔ How to report results in academic format This video is ideal for MSc and PhD students, researchers, and data analysts working with categorical outcome variables in social sciences, health research, business, and education. If your dependent variable has three or more groups, this tutorial will guide you from setup to interpretation with confidence. #MultinomialRegression #SPSS #Statistics #DataAnalysis #ResearchMethods #PhDResearch #ThesisHelp