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Chapter 12 Polynomial Regression Models - IIT Kanpur

Regression Analysis | Chapter 12 | Polynomial Regression Models | Shalabh, IIT Kanpur 1 1 1 Chapter 12 Polynomial Regression Models A model is said to be linear when it is linear in parameters. So the model 201 2yxx =++ + and 2201 12 211 122 212 1 2yxxxxxx =++ + + + + are also the linear model . In fact, they are the second order polynomials in one and two variables respectively. The Polynomial Models can be used in those situations where the relationship between study and explanatory variables is curvilinear.

Another issue in fitting the polynomials in one variables is ill conditioning. An assumption in usual multiple linear regression analysis is that all the independent variables are independent.

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