Practical econometrics (Book, 2014) [WorldCat.org]
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Practical econometrics

Author: Christiana E Hilmer; Michael J Hilmer
Publisher: New York, NY : McGraw-Hill Education, 2014.
Edition/Format:   Print book : English : First editionView all editions and formats
Summary:
Hilmer & Hilmer Practical Econometrics bridges the gap between theoretical and practical knowledge of introductory econometrics. The intuition underlying each individual econometric tool is explained, both verbally and visually whenever possible, before introducing the technical details required to actually implement the tool. Particular attention is paid to developing correct interpretation skills and the how-to's  Read more...
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Document Type: Book
All Authors / Contributors: Christiana E Hilmer; Michael J Hilmer
ISBN: 9780073511412 0073511412
OCLC Number: 871275088
Notes: Part 1: The Basics Chapter 1: An Introduction to Econometrics and Statistical Inference Chapter 2: Collection and Management of Data Chapter 3: Summary Statistics Part 2: Linear Regression Analysis Chapter 4: Simple Linear Regression Chapter 5: Hypothesis Testing in Linear Regression Analysis Chapter 6: Multiple Linear Regression Analysis Chapter 7: Qualitative Variables and Non-Linearities in Multiple Linear Regression Analysis Chapter 8: Model Selection in Multiple Linear Regression Analysis Part 3: Violations of Assumptions Chapter 9: Heteroskedasticity Chapter 10: Time Series Analysis Chapter 11: Autocorrelation Part 4: Advanced Topics in Econometrics Chapter 12: Limited Dependent Variables Chapter 13: Panel Data Chapter 14: Instrumental Variables for Simultaneous Equations, Endogenous Independent Variables, and Measurement Error Chapter 15: Quantile Regression, Count Data, Sample Selection Bias, and Quasi-Experimental Methods Chapter 16: How to Conduct and Write-Up and Empirical Research Project Appendix A: Data Collection Appendix B: Stata Commands Appendix C: Statistical Tables.
Description: xvii, 523 pages ; 25 cm
Contents: Part 1: The Basics1.An Introduction to Econometrics, Statistical Inference, and Data Collection2.Collection and Management of Data3.Summary StatisticsPart 2: Linear Regression Analysis4.Simple Linear Regression5.Hypothesis Testing in Linear Regression Analysis6.Multiple Linear Regression Analysis7.Qualitative Variables and Non-Linearities in Multiple Linear Regression Analysis8.Model Selection in Multiple Linear Regression AnalysisPart 3: Violations of Assumptions9.Heteroskedasticity10.Time Series Analysis11.AutocorrelationPart 4: Advanced Topics in Econometrics12.Limited Dependent Variables13.Panel Data14.Instrumental Variables for Simultaneous Equations, Endogenous Independent Variables, and Measurement Error15.Quantile Regression, Count Data, Sample Selection Bias, and Quasi-Experimental Methods16.How to Conduct and Write-Up and Empirical Research ProjectAppendix A: Data CollectionAppendix B: Stata Commands
Responsibility: Christiana E. Hilmer, San Diego State University, Michael J. Hilmer, San Diego State University.

Abstract:

Intends to bridge the gap between theoretical and practical knowledge of introductory econometrics. In this title, the intuition underlying each individual econometric tool is explained, both  Read more...

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