Читать книгу Handbook of Regression Analysis With Applications in R - Samprit Chatterjee - Страница 14

1  1.1 Introduction

2  1.2 Concepts and Background Material 1.2.1 The Linear Regression Model 1.2.2 Estimation Using Least Squares 1.2.3 Assumptions

3  1.3 Methodology 1.3.1 Interpreting Regression Coefficients 1.3.2 Measuring the Strength of the Regression Relationship 1.3.3 Hypothesis Tests and Confidence Intervals for β 1.3.4 Fitted Values and Predictions 1.3.5 Checking Assumptions Using Residual Plots

4  1.4 Example—Estimating Home Prices

5  1.5 Summary