Composite Reliability (CR) in Research

📏 Composite Reliability (CR) in Research Composite Reliability (CR) is a measure of internal consistency of a construct in structural equation modeling (SEM) and other latent variable models. It tells you how well a group of items (indicators) consistently reflect the same underlying construct. It is similar to Cronbach’s alpha, but more accurate in SEM […]

VIF in Research – Variance Inflation Factor

🔍 What is Multicollinearity? Multicollinearity occurs when two or more independent variables in a regression model are highly correlated, meaning they contain overlapping information about the variance in the dependent variable. This can make it difficult to determine the individual effect of each predictor. 📐 What is VIF? VIF (Variance Inflation Factor) quantifies how much […]

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