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Regression Modeling with Actuarial and Financial Applications

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ISBN-10: 0521135966

ISBN-13: 9780521135962

Edition: 2010

Authors: Edward W. Frees

List price: $96.95
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Book details

List price: $96.95
Copyright year: 2010
Publisher: Cambridge University Press
Publication date: 11/30/2009
Binding: Paperback
Pages: 584
Size: 6.85" wide x 9.76" long x 1.18" tall
Weight: 2.508
Language: English

Regression and the normal distribution
Linear Regression
Basic linear regression
Multiple linear regression - I
Multiple linear regression - II
Variable selection
Interpreting regression results
Topics in Time Series
Modeling trends
Autocorrelations and autoregressive models
Forecasting and time series models
Longitudinal and panel data models
Topics in Nonlinear Regression
Categorical dependent variables
Count dependent variables
Generalized linear models
Survival models
Miscellaneous regression topics
Actuarial Applications
Frequency-severity models
Fat-tailed regression models
Credibility and bonus-malus
Claims triangles
Report writing: communicating data analysis results
Designing effective graphs
basic statistical inference
matrix algebra
probability tables