(eBook PDF) Introductory Econometrics: Asia-Pacific 2nd Edition – Digital Ebook – Instant Delivery Download

Product details:

• ISBN-10 ‏ : ‎ 0170439534
• ISBN-13 ‏ : ‎ 978-0170439534
• Author: Jeffrey M. Wooldridge, Dr Mokhtarul Wadud, Jenny Lye, Roselyne Joyeux

The second Asia-Pacific edition of Introductory Econometrics is the only resource in the market designed specifically for introductory second-year students. The concise structure and simplified explanations provide a clear introduction to the subject – understanding how econometrics can answer questions in business, policy evaluation and forecasting – and bridges students’ transition from basic statistics into econometrics.

Table contents:

Part 1: Introduction and review
1. The nature of Econometrics
2. Basic mathematical tools
3. Statistical principles

Part 2: Regression analysis with cross-sectional data
4. The simple regression model
5. Multiple regression analysis: Estimation
6. Multiple regression analysis: Inference
7. Model specification
8. Multiple regression analysis with qualitative information: Binary (or dummy) variables
9. Heteroskedasticity

Part 3: Regression analysis with time series data
10. Basic regression analysis with time series data
11. Serial correlation and heteroskedasticity in time series regressions
12. Modelling highly persistent time series data

Part 4: Additional topics
13. Panel data models
14. Limited dependent variable models and sample selection corrections
15. An introduction to machine learning in econometrics

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