E-Book, Englisch, 368 Seiten, E-Book
ISBN: 978-1-118-53388-8
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Econometrics can prove challenging for many students unfamiliar with the terms and concepts discussed in a typical econometrics course. Econometrics For Dummies eliminates that confusion with easy-to-understand explanations of important topics in the study of economics.
Econometrics For Dummies breaks down this complex subject and provides you with an easy-to-follow course supplement to further refine your understanding of how econometrics works and how it can be applied in real-world situations.
* An excellent resource for anyone participating in a college or graduate level econometrics course
* Provides you with an easy-to-follow introduction to the techniques and applications of econometrics
* Helps you score high on exam day
If you're seeking a degree in economics and looking for a plain-English guide to this often-intimidating course, Econometrics For Dummies has you covered.
Autoren/Hrsg.
Weitere Infos & Material
Introduction 1
Part I: Getting Started with Econometrics 5
Chapter 1: Econometrics: The Economist's Approach toStatistical Analysis 7
Chapter 2: Getting the Hang of Probability 21
Chapter 3: Making Inferences and Testing Hypotheses 39
Part II: Building the Classical Linear Regression Model59
Chapter 4: Understanding the Objectives of Regression Analysis61
Chapter 5: Going Beyond Ordinary with the Ordinary Least SquaresTechnique 75
Chapter 6: Assumptions of OLS Estimation and the Gauss-MarkovTheorem 93
Chapter 7: The Normality Assumption and Inference with OLS111
Part III: Working with the Classical Regression Model135
Chapter 8: Functional Form, Specifi cation, and StructuralStability 137
Chapter 9: Regression with Dummy Explanatory Variables 153
Part IV: Violations of Classical Regression Model Assumptions173
Chapter 10: Multicollinearity 175
Chapter 11: Heteroskedasticity 191
Chapter 12: Autocorrelation 209
Part V: Discrete and Restricted Dependent Variables inEconometrics 229
Chapter 13: Qualitative Dependent Variables 231
Chapter 14: Limited Dependent Variable Models 253
Part VI: Extending the Basic Econometric Model 265
Chapter 15: Static and Dynamic Models 267
Chapter 16: Diving into Pooled Cross-Section Analysis 281
Chapter 17: Panel Econometrics 291
Part VII: The Part of Tens 305
Chapter 18: Ten Components of a Good Econometrics ResearchProject 307
Chapter 19: Ten Common Mistakes in Applied Econometrics 315
Appendix: Statistical Tables 321
Index 327