Econometrics
eBook - ePub

Econometrics

Econometrics Unleashed, Mastering Data-Driven Economics

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Econometrics

Econometrics Unleashed, Mastering Data-Driven Economics

About this book

What is Econometrics

The field of econometrics involves the utilization of statistical techniques to analyze economic data with the objective of providing empirical evidence to economic relationships. More specifically, it refers to "the quantitative analysis of actual economic phenomena based on the concurrent development of theory and observation, related by appropriate methods of inference." In a textbook that provides an introduction to economics, econometrics is described as a tool that enables economists to "sift through mountains of data to extract simple relationships." In the field of econometrics, Jan Tinbergen is identified as one of the two founding fathers. That other individual, Ragnar Frisch, was also the one who first used the phrase in the manner that it is used today.

How you will benefit

(I) Insights, and validations about the following topics:

Chapter 1: Econometrics

Chapter 2: Least squares

Chapter 3: Gauss-Markov theorem

Chapter 4: Regression analysis

Chapter 5: Consistent estimator

Chapter 6: Instrumental variables estimation

Chapter 7: Probit model

Chapter 8: Ordinary least squares

Chapter 9: Simple linear regression

Chapter 10: Seemingly unrelated regressions

Chapter 11: Breusch-Pagan test

Chapter 12: Cochrane-Orcutt estimation

Chapter 13: Generalized least squares

Chapter 14: Statistical model specification

Chapter 15: Heteroskedasticity-consistent standard errors

Chapter 16: Heckman correction

Chapter 17: Polynomial regression

Chapter 18: Error correction model

Chapter 19: Errors-in-variables models

Chapter 20: Linear regression

Chapter 21: Homoscedasticity and heteroscedasticity

(II) Answering the public top questions about econometrics.

(III) Real world examples for the usage of econometrics in many fields.

(IV) Rich glossary featuring over 1200 terms to unlock a comprehensive understanding of econometrics. (eBook only).

Who will benefit

Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of econometrics.

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Yes, you can access Econometrics by Fouad Sabry in PDF and/or ePUB format, as well as other popular books in Economia & Teoria economica. We have over one million books available in our catalogue for you to explore.

Information

Publisher
One Billion Knowledgeable
Year
2023
eBook ISBN
9791222086781
Topic
Economia
Subtopic
Teoria economica

Table of contents

  1. Chapter 1: Econometrics
  2. Chapter 2: Least squares
  3. Chapter 3: Gauss–Markov theorem
  4. Chapter 4: Regression analysis
  5. Chapter 5: Consistent estimator
  6. Chapter 6: Instrumental variables estimation
  7. Chapter 7: Probit model
  8. Chapter 8: Ordinary least squares
  9. Chapter 9: Simple linear regression
  10. Chapter 10: Seemingly unrelated regressions
  11. Chapter 11: Breusch–Pagan test
  12. Chapter 12: Cochrane–Orcutt estimation
  13. Chapter 13: Generalized least squares
  14. Chapter 14: Statistical model specification
  15. Chapter 15: Heteroskedasticity-consistent standard errors
  16. Chapter 16: Heckman correction
  17. Chapter 17: Polynomial regression
  18. Chapter 18: Error correction model
  19. Chapter 19: Errors-in-variables models
  20. Chapter 20: Linear regression
  21. Chapter 21: Homoscedasticity and heteroscedasticity
  22. Epilogue
  23. Appendix
  24. About the Author