Econometrics For Dummies

Häftad, Engelska, 2013

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Score your highest in econometrics? Easy. 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 courseProvides you with an easy-to-follow introduction to the techniques and applications of econometricsHelps you score high on exam dayIf 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.

Produktinformation

Utgivningsdatum2013-07-09
Mått185 x 231 x 25 mm
Vikt499 g
FormatHäftad
SpråkEngelska
Antal sidor368
FörlagJohn Wiley & Sons Inc
ISBN9781118533840

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Introduction 1Part I: Getting Started with Econometrics 5Chapter 1: Econometrics: The Economist’s Approach to Statistical Analysis 7Chapter 2: Getting the Hang of Probability 21Chapter 3: Making Inferences and Testing Hypotheses 39Part II: Building the Classical Linear Regression Model 59Chapter 4: Understanding the Objectives of Regression Analysis 61Chapter 5: Going Beyond Ordinary with the Ordinary Least Squares Technique 75Chapter 6: Assumptions of OLS Estimation and the Gauss-Markov Theorem 93Chapter 7: The Normality Assumption and Inference with OLS 111Part III: Working with the Classical Regression Model 135Chapter 8: Functional Form, Specification, and Structural Stability 137Chapter 9: Regression with Dummy Explanatory Variables 153Part IV: Violations of Classical Regression Model Assumptions 173Chapter 10: Multicollinearity 175Chapter 11: Heteroskedasticity 191Chapter 12: Autocorrelation 209Part V: Discrete and Restricted Dependent Variables in Econometrics 229Chapter 13: Qualitative Dependent Variables 231Chapter 14: Limited Dependent Variable Models 253Part VI: Extending the Basic Econometric Model 265Chapter 15: Static and Dynamic Models 267Chapter 16: Diving into Pooled Cross-Section Analysis 281Chapter 17: Panel Econometrics 291Part VII: The Part of Tens 305Chapter 18: Ten Components of a Good Econometrics Research Project 307Chapter 19: Ten Common Mistakes in Applied Econometrics 315Appendix: Statistical Tables 321Index 327