计量经济学(英文版)9787509677216
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作者编者:于永娟//何悦|责编:王格格
出版社经济管理
ISBN9787509677216
出版时间2021-05
装帧平装
开本其他
定价98元
货号31152696
上书时间2024-07-28
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目录
Chapter 1 An Overview of Regression Analysis
1.1 What Is Econometrics
1.1.1 Uses of Econometrics
1.1.2 Alternative Econometric Approaches
1.2 What Is Regression Analysis
1.2.1 Dependent Variables, Independent Variables, and Causality
1.2.2 Single-Equation Linear Models
1.2.3 The Stochastic Error Term
1.2.4 Extending the Notation
1.3 The Estimated Regression Equation
1.4 A Simple Example of Regression Analysis
1.5 Using Regression to Explain Housing Prices
Summary
Exercises
Appendix
Chapter 2 Ordinary Least Squares
2.1 Estimating Single-Independent-Variable Models with OLS
2.1.1 Why Use Ordinary Least Squares
2.1.2 How Does OLS Work
2.1.3 An Illustration of OLS Estimation
2.2 Estimating Multivariate Regression Models with OLS
2.2.1 The Meaning of Multivariate Regression Coefficients
2.2.2 OLS Estimation of Multivariate Regression Models
2.2.3 An Example of a Multivariate Regression Model
2.2.4 Total, Explained, and Residual Sums of Squares
2.3 Evaluating the Quality of a Regression Equation
2.4 Describing the Overall Fit of the Estimated Model
2.5 An Example of the Misuse of R
Summary
Exercises
Appendix
Chopter 3 Learning to Use Regression Analysis
3.1 Steps in Applied Regression Analysis
3.2 Using Regression Analysis to Pick Restaurant Locations
3.3 Dummy Variables
Summary
Exercises
Appendix
Chapter 4 The Classical Model
4.1 The Classical Assumptions
4.2 The Sampling Distribution of β
4.2.1 Properties of the Mean
4.2.2 Properties of the Variance
4.2.3 The Standard Error of β
4.3 The Gauss-Markov Theorem and the Properties of OLS Estimators
4.4 Standard Econometric Notation
Summary
Exercises
Chapter 5 Hypothesis Testing and Statistical Inference
5.1 What Is Hypothesis Testing
5.1.1 Classical Null and Alternative Hypotheses
5.1.2 Type I and Type Ⅱ Errors
5.1.3 Decision Rules of Hypothesis Testing
5.2 The t-Test
5.2.1 The t-Statistic
5.2.2 The Critical t-Value and the t-Test Decision rule
5.2.3 Choosing a Level of Significance
5.2.4 p-Values
5.3 Examples of t-Tests
……
Chapter 6 Specification:Choosing the Independent Variables
Chapter 7 Specification Choosing a Functional Form
Chapter 8 Multicollinearity
Chapter 9 Serial Correlation
Chapter 10 Heteroskedasticity
Chapter 11 Running Your Own Regression Project
Chapter 12 Time-Series Models
Chapter 13 Dummy Dependent Variable Techniques
Chapter 14 Simultaneous Equations
Chapter 15 Experimental and Panel Data
Appendix Statistical Tables
内容摘要
本书是经济管理类本科各专业核心课程的教材，本书从我国经济管理类各专业教学的实际出发，坚持“重思想、重方法、重应用”的原则，充分借鉴国外教材的优点，精选教学内容，避免烦琐的数学推导和证明，系统介绍了计量经济学的基本理论、基本思想、基本方法及其应用，涵盖了教育部经济学学科教学指导委员会制定的经济学科本科计量经济学课程基本要求的内容，本书特别突出计量经济学的实际应用，运用实际的经济案例，与普遍应用的计量软件紧密结合，并且专门讨论了应用计量经济学方法作实证
项目研究的一般方法。
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