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Regression Analysis by J. Holton Wilson, Barry P. Keating

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Chapter 6

Multiple Linear Regression

Chapter 6 Preview

When you have completed reading this chapter you will be able to:

• Identify the five steps involved in evaluating a multiple regression model.

• Evaluate whether a multiple regression model makes logical sense.

• Check for statistical significance of all slope terms in a multiple regression model.

• Use the p-value method to evaluate statistical significance.

• Evaluate the explanatory power of a multiple regression model.

• Test the overall significance of a multiple regression model.

• Check for serial correlation in multiple regression models with time-series data.

• Check for multicollinearity in multiple regression models.

• Make point and interval estimates based on a multiple regression ...

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