Introduction to Econometrics, Global Edition + MyLab Economics with Pearson eText (Package)

<p>PART I: INTRODUCTION AND REVIEW</p> <ol start="1"> <li>Economic Questions and Data</li> <li>Review of Probability</li> <li>Review of Statistics</li> </ol> <p>PART II: FUNDAMENTALS OF REGRESSION ANALYSIS</p> <ol start="4"> <li>Linear Regression with One Regressor</li> <li>Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals</li> <li>Linear Regression with Multiple Regressors</li> <li>Hypothesis Tests and Confidence Intervals in Multiple Regression</li> <li>Nonlinear Regression Functions</li> <li>Assessing Studies Based on Multiple Regression</li> </ol> <p>PART III: FURTHER TOPICS IN REGRESSION ANALYSIS</p> <ol start="10"> <li>Regression with Panel Data</li> <li>Regression with a Binary Dependent Variable</li> <li>Instrumental Variables Regression</li> <li>Experiments and Quasi-Experiments</li> <li>Prediction with Many Regressors and Big Data</li> </ol> <p>PART IV: REGRESSION ANALYSIS OF ECONOMIC TIME SERIES DATA</p> <ol start="15"> <li>Introduction to Time Series Regression and Forecasting</li> <li>Estimation of Dynamic Causal Effects</li> <li>Additional Topics in Time Series Regression</li> </ol> <p>PART V: THE ECONOMIC THEORY OF REGRESSION ANALYSIS</p> <ol start="18"> <li>The Theory of Linear Regression with One Regressor</li> <li>The Theory of Multiple Regression</li> </ol>