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Regression analysis is a form of predictive modelling technique which investigates the relationship between a dependent (target) and independent variable (s) (predictor). This technique is used for forecasting, time series modelling and finding the causal effect relationship between the variables.
Regression analysis is used to predict the value of one or. more responses from a set of predictors. It can also be used to estimate the linear association between. the predictors and reponses. Predictors can be continuous or categorical or a mixture of. both. We rst revisit the multiple linear regression model for one. dependent variable and then move on to the case where more.