Regression modeling with actuarial and financial applications / Edward W. Frees.
Material type: TextLanguage: English Series: Publication details: Cambridge ; New York : Cambridge University Press, 2010. Description: xvii, 565 p. : ill. ; 25 cmISBN: 9780521760119; 0521760119; 9780521135962 (pbk.); 0521135966 (pbk.)Subject(s): Insurance -- Statistical methods | Finance -- Statistical methods | Regression analysisDDC classification: 519.536 LOC classification: HG8781 | .F67 2010Online resources: WorldCat details | Ebook FulltextItem type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|---|
E-Book | Dr. S. R. Lasker Library, EWU E-book | Non-fiction | 519.536 FRG 2010 (Browse shelf(Opens below)) | Not for loan | ||||
Text | Dr. S. R. Lasker Library, EWU Reserve Section | Non-fiction | 519.536 FRG 2010 (Browse shelf(Opens below)) | C-1 | Not For Loan | 27379 | ||
Text | Dr. S. R. Lasker Library, EWU Circulation Section | Non-fiction | 519.536 FRG 2010 (Browse shelf(Opens below)) | C-2 | Available | 27380 |
Includes bibliographical references and index.
TOC 1. Regression and the Normal Distribution --
pt. I. Linear Regression --
2. Basic Linear Regression --
3. Multiple Linear Regression --
I --
4. Multiple Linear Regression --
II --
5. Variable Selection --
6. Interpreting Regression Results --
pt. II. Topics in Time Series --
7. Modeling Trends --
8. Autocorrelations and Autoregressive Models --
9. Forecasting and Time Series Models --
10. Longitudinal and Panel Data Models --
pt. III. Topics in Nonlinear Regression --
11. Categorical Dependent Variables --
12. Count Dependent Variables --
13. Generalized Linear Models --
14. Survival Models --
15. Miscellaneous Regression Topics --
pt. IV. Actuarial Applications --
16. Frequency-Severity Models --
17. Fat-Tailed Regression Models --
18. Credibility and Bonus-Malus --
19. Claims Triangles --
20. Report Writing: Communicating Data Analysis Results --
21. Designing Effective Graphs --
Appendix 1. Basic Statistical Inference --
Appendix 2. Matrix Algebra --
Appendix 3. Probability Tables.
Summary:
"Statistical techniques can be used to address new situations. This is important in a rapidly evolving risk management and financial world. Analysts with a strong statistical background understand that a large data set can represent a treasure trove of information to be mined and can yield a strong competitive advantage. This book provides budding actuaries and financial analysts with a foundation in multiple Read more...
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