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Introduction to Econometrics

Introduction to Econometrics

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  • ISBN:9780199676828
  • Editorial: Oxford University Press
  • Fecha de la edición:
  • Número de la edición: 5
  • Encuadernación:
  • Nº Pág.:608
  • Idiomas:Inglés,Ingles

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Retaining the student-friendly approach of previous editions, Introduction to Econometrics, Fifth Edition, uses clear and simple mathematics notation and step-by step explanations of mathematical proofs to help students thoroughly grasp the subject. Extensive exercises throughout build students' confidence and provide them with hands-on practice in applying techniques.

The fifth edition features a comprehensive revision guide to all the essential statistical concepts needed to study econometrics, additional Monte Carlo simulations, new summaries, and non-technical introductions to more advanced topics at the end of chapters.

Introduction
Review: Random Variables, Sampling, and Estimation
1. Simple Regression Analysis
2. Properties of Regression Coefficients and Hypothesis Testing
3. Multiple Regression Analysis
4. Transformations of Variables
5. Dummy Variables
6. Specification of Regression Variables
7. Heteroscedasticity
8. Stochastic Regressors and Measurement Errors
9. Simultaneous Equations Estimation
10. Binary Choice Models and Maximum Likelihood Estimation
11. Models Using Time Series Data
12. Autocorrelation
13. Introduction to Nonstationary Time Series
14. Introduction to Panel Data Models

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