Practical Regression

Correlation &Simple Linear Regression Analysis One of major analytic (predictive) models Most widely used & well known statistical modeling tool Linear regression Response variable is continuous The standard – ordinary least squares regression Simple (one response variable & one explanatory variable) Time series analysis Multiple (one response variable & multiple explanatory variables Logistic regression Response variable is categorical (usually binary) Nonlinear regression More complex (but less reliable) data fitting

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