Document Type
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BL
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Record Number
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1034273
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Doc. No
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b788643
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Main Entry
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Frees, Edward W.
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Title & Author
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Regression modeling with actuarial and financial applications /\ Edward W. Frees.
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Publication Statement
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Cambridge ;New York :: Cambridge University Press,, 2010.
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Series Statement
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International series on actuarial science
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Page. NO
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1 online resource (xvii, 565 pages) :: illustrations
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ISBN
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0511669186
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: 0511670753
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: 0511672039
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: 0511673302
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: 0511674090
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: 0511675283
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: 0511814372
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: 1107713358
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: 1282486896
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: 6612486899
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: 9780511669187
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: 9780511670756
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: 9780511672033
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: 9780511673306
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: 9780511674099
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: 9780511675287
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: 9780511814372
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: 9781107713352
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: 9781282486898
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: 9786612486890
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0521135966
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0521760119
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9780521135962
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9780521760119
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Bibliographies/Indexes
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Includes bibliographical references and index.
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Contents
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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.
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Abstract
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This title gives actuarial and finance students a foundation in multiple regression and time series, and discusses advanced statistical topics that are relevant to actuarial and financial practice.
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Subject
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Finance-- Statistical methods.
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Subject
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Insurance-- Statistical methods.
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Subject
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Regression analysis.
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Subject
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Finance-- Statistical methods.
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Subject
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Finanzmathematik
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Subject
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Finanzmathematik-- Regression (Math.)
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Subject
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Insurance-- Statistical methods.
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Subject
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MATHEMATICS-- Probability Statistics-- Regression Analysis.
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Subject
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Regression analysis.
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Subject
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Regression-- Finanzmathematik.
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Subject
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Regression-- Versicherungsmathematik.
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Subject
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Regressionsanalyse
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Subject
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Versicherungsmathematik
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Subject
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Versicherungsmathematik-- Regression (Math.)
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Subject
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Finanzmathematik.
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Subject
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Regressionsanalyse.
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Subject
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Versicherungsmathematik.
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Dewey Classification
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519.5/36
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LC Classification
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HG8781.F67 2010
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NLM classification
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MAT 628fstub
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QH 234rvk
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SK 840rvk
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WIR 190fstub
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WIR 522fstub
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