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Econometrics / by Badi H. Baltagi

By: Material type: TextSeries: Classroom Companion: EconomicsPublication details: Switzerland: Springer, c2021.Edition: 6th edDescription: xxi, 484p.; 24 cmISBN:
  • 9783030801489
Subject(s): DDC classification:
  • 330.01/ B1971e/ 2021
Contents:
• Part I • What Is Econometrics? • Basic Statistical Concepts • Simple Linear Regression • Multiple Regression Analysis • Violations of the Classical Assumptions • Distributed Lags and Dynamic Models • Part II • The General Linear Model: The Basics • Regression Diagnostics and Specification Tests • Generalized Least Squares • Seemingly Unrelated Regressions • Simultaneous Equations Model • Pooling Time-Series of Cross-Section Data • Limited Dependent Variables • Time-Series Analysis • Correction to: Econometrics • Appendix • Index
Summary: This textbook teaches some of the basic econometric methods and the underlying assumptions behind them. It also includes a simple and concise treatment of more advanced topics in spatial correlation, panel data, limited dependent variables, regression diagnostics, specification testing and time series analysis. Each chapter has a set of theoretical exercises as well as empirical illustrations using real economic applications. These empirical exercises usually replicate a published article using Stata, Eviews as well as SAS. This new sixth edition has been fully revised and updated, and includes new material on limited dependent variables and panel data as well as revision of basic topics like heteroskedasticity, endogeneity, over-identification and specification testing. The author also provides more exercises and empirical examples based on published economic applications. ---provided by publisher
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Holdings
Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Books Bangladesh University of Business and Technology Library Economics Stacks Bangladesh University of Business and Technology Library Non-fiction 330.01/ B1971e/ 2021 (Browse shelf(Opens below)) C-1 Not For Loan BUBTL-200331195
Total holds: 0

Includes Index

• Part I
• What Is Econometrics?
• Basic Statistical Concepts
• Simple Linear Regression
• Multiple Regression Analysis
• Violations of the Classical Assumptions
• Distributed Lags and Dynamic Models
• Part II
• The General Linear Model: The Basics
• Regression Diagnostics and Specification Tests
• Generalized Least Squares
• Seemingly Unrelated Regressions
• Simultaneous Equations Model
• Pooling Time-Series of Cross-Section Data
• Limited Dependent Variables
• Time-Series Analysis
• Correction to: Econometrics
• Appendix
• Index

This textbook teaches some of the basic econometric methods and the underlying assumptions behind them. It also includes a simple and concise treatment of more advanced topics in spatial correlation, panel data, limited dependent variables, regression diagnostics, specification testing and time series analysis. Each chapter has a set of theoretical exercises as well as empirical illustrations using real economic applications. These empirical exercises usually replicate a published article using Stata, Eviews as well as SAS.
This new sixth edition has been fully revised and updated, and includes new material on limited dependent variables and panel data as well as revision of basic topics like heteroskedasticity, endogeneity, over-identification and specification testing. The author also provides more exercises and empirical examples based on published economic applications. ---provided by publisher

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