(eBook PDF) Introduction to Econometrics Update 3rd Global Edition – Digital Ebook – Instant Delivery Download
Product details:
- ISBN-10 : 9781292071312
- ISBN-13 : 978-1292071312
- Author: James Stock , Mark Watson
Ensure students grasp the relevance of econometrics with Introduction to Econometrics–the text that connects modern theory and practice with motivating, engaging applications.
The 3rd Edition Update maintains a focus on currency, while building on the philosophy that applications should drive the theory, not the other way around.
Table contents:
PART I: INTRODUCTION AND REVIEW
- Economic Questions and Data
- Review of Probability
- Review of Statistics
PART II: FUNDAMENTALS OF REGRESSION ANALYSIS
- Linear Regression with One Regressor
- Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals
- Linear Regression with Multiple Regressors
- Hypothesis Tests and Confidence Intervals in Multiple Regression
- Nonlinear Regression Functions
- Assessing Studies Based on Multiple Regression
PART III: FURTHER TOPICS IN REGRESSION ANALYSIS
- Regression with Panel Data
- Regression with a Binary Dependent Variable
- Instrumental Variables Regression
- Experiments and Quasi-Experiments
- Prediction with Many Regressors and Big Data
PART IV: REGRESSION ANALYSIS OF ECONOMIC TIME SERIES DATA
- Introduction to Time Series Regression and Forecasting
- Estimation of Dynamic Causal Effects
- Additional Topics in Time Series Regression
PART V: THE ECONOMIC THEORY OF REGRESSION ANALYSIS
- The Theory of Linear Regression with One Regressor
- The Theory of Multiple Regression
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