Data Analysis: Chi-Square Test with SPSS Explained Simply
Discover how to perform data analysis using the Chi-square (χ²) test in IBM SPSS Statistics to study the relationship between two categorical variables.
In this video, you will learn how to apply the test of independence step by step, understand its statistical logic, and correctly interpret the results.
🎯 On the agenda:
✔️ Introduction to the Chi-square test
✔️ Formulating hypotheses (H0 and H1)
✔️ Constructing the theoretical population
✔️ Comparing observed and theoretical frequencies
✔️ Calculating the distance (χ² statistic)
✔️ Determining the significance level (p-value)
📊 In-depth analysis:
✔️ Calculating and interpreting the Phi coefficient
✔️ Cramer's V (a measure of the strength of the relationship)
✔️ Interpreting the results using SPSS
👨💻 Why watch this video?
✔️ Understand the Chi-square test simply
✔️ Apply the test in SPSS step by step
✔️ Rigorously analyze qualitative variables
🚀 Ideal for students, researchers, PhD candidates, and data analysts looking to master inferential statistics and bivariate analysis.
📌 Subscribe to the Understanding Computer Science channel to learn data science, statistics, and artificial intelligence simply and effectively.
#DataAnalysis #ChiSquare #SPSS #BivariateAnalysis #Statistics #DataScience #DataAnalysis #DataAnalyst #StatisticalTests #BigData