Regression Modeling with Actuarial and Financial Applications

Name: Regression Modeling with Actuarial and Financial Applications
Availability: InStock
ISBN: 9780521135962

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