SPSS regression analysis - SPSS Solutions

Why Your R-Squared Is Too High (And How to Fix It in SPSS)

April 8, 2026 by Mr Thinker

Why Your R-Squared Is Too High (And How to Fix It in SPSS) Evaluating goodness of fit in regression analysis often leads researchers to seek the highest possible variance explanation. You might frequently ask what shold r form the ultimate benchmark for your statistical model. While an elevated coefficient of determination seems ideal initially, it

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Overfitting in SPSS: When Your Regression Is Too Much

March 18, 2026 by Mr Thinker

Overfitting in SPSS: When Your Regression Is Too Much Building a statistical model for your thesis often feels like a balancing act. Researchers frequently want to include every available variable to explain their dependent variable perfectly. However, at some point, adding predictors to your regression is too much, creating a statistical trap known as overfitting.

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