Essential statistics, regression, and econometrics
著者
書誌事項
Essential statistics, regression, and econometrics
Academic Press/Elsevier, c2012
- : hardcover
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
Essential Statistics, Regression, and Econometrics provides students with a readable, deep understanding of the key statistical topics they need to understand in an econometrics course. It is innovative in its focus, including real data, pitfalls in data analysis, and modeling issues (including functional forms, causality, and instrumental variables). This book is unusually readable and non-intimidating, with extensive word problems that emphasize intuition and understanding. Exercises range from easy to challenging and the examples are substantial and real, to help the students remember the technique better.
目次
Chapter 1.) Data, Data, Data
Chapter 2.) Displaying Data
Chapter 3.) Descriptive Statistics
Chapter 4.) Probability
Chapter 5.) Sampling
Chapter 6.) Estimation
Chapter 7.) Hypothesis Testing
Chapter 8.) Simple Regression
Chapter 9.) The Art of Regression Analysis
Chapter 10.) Multiple Regression
Chapter 11.) Modeling (Optional)
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