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Introductory regression analysis : with computer application for business and economics için kapak resmi
Başlık:
Introductory regression analysis : with computer application for business and economics
Yazar:
Webster, Allen. author
ISBN:
9780415899321

9780415899338

9780203182567
Yazar Ek Girişi:
Yayım Bilgisi:
New York ; London : Routledge, 2013.
Fiziksel Tanımlama:
xvi, 472 pages. : color. illustration. ; 27 cm.
İçerik:
1. Review of Basic Concepts 2. An Introduction to Regression and Correlation Analysis 3. Statistical Inferences in the Simple Regression Model 4. Multiple Regression: Using Two or More Predictor Variables 5. Residual Analysis and Model Specification 6. Using Qualitative and Limited Dependent Variables 7. Heteroscedasticity 8. Autocorrelation 9. Non-Linear Regression and the Selection of the Proper Functional Form 10. Simultaneous Equations: Two Stage Least Squares 11. Forecasting with Time Series Data and Distributed Lag Models.
Özet:
Regression analysis is arguably the single most powerful and widely applicable tool in any effective examination of common business issues. Every day, decision-makers face problems that require constructive actions with significant consequences, and regression procedures can prove a meaningful and valuable asset in the decision-making process. This text is designed to help students achieve a full understanding of regression and the many ways it can be used. Taking into consideration current statistical technology, Introductory Regression Analysis focuses on the use and interpretation of software, while also demonstrating the logic, reasoning, and calculations that lie behind any statistical analysis. Furthermore, the text emphasizes the application of regression tools to real-life business concerns. This multilayered, yet pragmatic approach fully equips students to derive the benefit and meaning of a regression analysis. This text is designed to serve in a second undergraduate course in statistics, focusing on regression and its component features. The material presented in this text will build from a foundation of the principles of data analysis. Although previous exposure to statistical concepts would prove helpful, all the material needed for an examination of regression analysis is presented here in a clear and complete form.
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Kitap EKOBKN0000654 519.536 WEB 2013
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