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In this SPSS step-by-step tutorial, we show you exactly how to run the Breusch-Pagan Test for Heteroscedasticity and interpret the results. The Breusch-Pagan test is one of the most widely used methods to detect heteroscedasticity—an important assumption in regression analysis. If ignored, heteroscedasticity can lead to inefficient estimates, biased standard errors, and invalid statistical conclusions. In this video, you’ll learn: 🔹 What heteroscedasticity is and why it matters in regression analysis 🔹 How to state the Breusch-Pagan test hypothesis and decision rule 🔹 How to perform the Breusch-Pagan test in SPSS step by step 🔹 How to calculate the Breusch-Pagan test statistic and probability values using RStudio and Excel 🔹 How to interpret the Breusch-Pagan test output 🔹 Practical tips on what to do if your model shows heteroscedasticity 📌 Related SPSS Tutorials: How to Detect Multicollinearity in SPSS: VIF, Tolerance, Condition Index, and Correlation Matrix [ • How to Detect Multicollinearity in SPSS: V... ] How to Test Independence of Errors/Autocorrelation/Serial Correlation in SPSS [ • How to Test Independence of Errors/Autocor... ] How to Test for Homoscedasticity in SPSS | Scatterplot of Residuals & Interpretation Guide [ • How to Test for Homoscedasticity in SPSS |... ] How to Test for Normality in SPSS [ • How to Test for Normality in SPSS | Histog... ] How to Check Linearity in SPSS [ • How to Check Linearity in SPSS | Step-by-S... ] How to Run Descriptive Statistics in SPSS [ • How to Run Descriptive Statistics in SPSS ] How to Interpret and Discuss Descriptive Statistics [ • How to Interpret and Discuss Descriptive S... ] How to Create a Frequency Distribution Table in SPSS [ • How to Create a Frequency Distribution Tab... ] 👉 Don’t forget to like, share, and subscribe for more SPSS tutorials, research methods, and data analysis tips. ========================================================== CONNECT WITH US Website: https://www.lrtcworld.org Facebook: / lightwayl Twitter: / lightwayl Tiktok: / lightwayl Instagram: / lightwayl LinkedIn: / lightwayl Telegram Channel: https://t.me/lightwayww #SPSS #BreuschPaganTest #Heteroscedasticity #SPSSRegression #StatisticsTutorial #SPSSForBeginners #RegressionAnalysis #DataAnalysis #ResearchMethods #ThesisHelp