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