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Test Bank for Practical Econometrics data collection analysis 1st Edition by Hilmer ISBN 0073511412 9780073511412

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ISBN 10: 0073511412
ISBN 13: 9780073511412
Author: 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 associated with effectively communicating the quality of one’s work. The goal is to provide readers with not only the desire but also the practical know-how to correctly utilize the econometric tools introduced and thereby increase the true power of the introductory econometrics course. Both Microsoft Excel and Stata software packages provide data examples throughout the text.

Practical Econometrics data collection analysis 1st Table of contents:

Part 1: The Basics

  1. An Introduction to Econometrics, Statistical Inference, and Data Collection

  2. Collection and Management of Data

  3. Summary Statistics

Part 2: Linear Regression Analysis

  1. Simple Linear Regression

  2. Hypothesis Testing in Linear Regression Analysis

  3. Multiple Linear Regression Analysis

  4. Qualitative Variables and Non-Linearities in Multiple Linear Regression Analysis

  5. Model Selection in Multiple Linear Regression Analysis

Part 3: Violations of Classical Assumptions

  1. Heteroskedasticity

  2. Time Series Analysis

  3. Autocorrelation

Part 4: Advanced Topics in Econometrics

  1. Limited Dependent Variables

  2. Panel Data

  3. Instrumental Variables for Simultaneous Equations, Endogenous Independent Variables, and Measurement Error

  4. Quantile Regression, Count Data, Sample Selection Bias, and Quasi-Experimental Methods

  5. How to Conduct and Write Up an Empirical Research Project

 Appendices

  • Appendix A: Data Collection

  • Appendix B: Stata Commands

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