Statistics and econometrics : methods and applications

Every major econometric method is illustrated by a persuasive, real life example applied to real data.
* Explores subjects such as sample design, which are critical to practical application econometrics.

1 Introduction to Econometrics

2 Basic Probability

3 Random Variables and Probability Distributions

4 Mathematics and Expectations

5 Multivariate Distributions

6 Sampling and Sampling Distributions

7 Estimation

8 Interval Estimation and Hypothesis Testing

9 Simple Linear Regression

10 Inference in Simple Linear Regression

11 Multiple Regression

12 Extending the Multiple Regression Model

13 Specification Error, Multicollinearity, and Measurement

14 Heteroskedascity and Serial Correlation

15 Simultaneos Equations

16 Dummy Dependent Variable

17 Analysis of Time Series Data

18 Panel Data Models

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