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Research and Statistical Methods in Civil Engineering Linear Regression

2. Learn the assumptions of linear regressionComprehend the linear regression methodology (theory, estimation, etc.)Understand role of transformations and data manipulationBe able to identify non-ideal conditions Interpret correctly all linear regression outputsApply model building strategies a

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Research and Statistical Methods in Civil Engineering Linear Regression

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    1. 1 Research and Statistical Methods in Civil Engineering Linear Regression Much of this material is taken from the Manual: Volume II, Chapter 1: Identification of Empirical Setting Volume II, Chapters 3, 4, and 5 in small amounts.Much of this material is taken from the Manual: Volume II, Chapter 1: Identification of Empirical Setting Volume II, Chapters 3, 4, and 5 in small amounts.

    2. 2 Learn the assumptions of linear regression Comprehend the linear regression methodology (theory, estimation, etc.) Understand role of transformations and data manipulation Be able to identify non-ideal conditions Interpret correctly all linear regression outputs Apply model building strategies and model validation Upon completion of this module, the student will be able to…

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