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Chapter 2 Simple Linear Regression

Chapter 2 Simple Linear Regression. Ray-Bing Chen Institute of Statistics National University of Kaohsiung. 2.1 Simple Linear Regression Model. y = ? 0 + ? 1 x + ? x: regressor variable y: response variable ? 0 : the intercept, unknown ? 1 : the slope, unknown

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1.2k views • 72 slides

Chapter 7 Polynomial Regression Models

Chapter 7 Polynomial Regression Models. Ray-Bing Chen Institute of Statistics National University of Kaohsiung. 7.1 Introdution. The linear regression model y = X ? + ? is a general model for fitting any relationship that is linear in the unknown parameter ?. Polynomial regression model:.

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2.24k views • 69 slides

Chapter 5 Transformations and Weighting to Correct Model Inadequacies

Chapter 5 Transformations and Weighting to Correct Model Inadequacies. Ray-Bing Chen Institute of Statistics National University of Kaohsiung. 5.1 Introduction. Recall several implicit assumptions: The model errors have mean zero and constant variance and are uncorrelated.

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1.14k views • 48 slides

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Chapter 2 Simple Linear Regression

Chapter 7 Polynomial Regression Models

Chapter 5 Transformations and Weighting to Correct Model Inadequacies