An Introduction to Generalized Linear Models
Dobson, Annette J.; Barnett, Adrian G.
Language: English
Published by CRC Press, Boca Raton, FL, 2008
- Softcover
- Used
Condition: Used - Good
US$ 76.00
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3rd edition. Prior owner's name inked in upper right corner of first page, else text clean; binding tight; very minor wear to covers. 301 pages. Illustrated. Size: 6" x 9".
Seller Inventory # S135-053300
- Title
- An Introduction to Generalized Linear Models
- Author
- Dobson, Annette J.; Barnett, Adrian G.
- Publisher
- CRC Press, Boca Raton, FL
- Publication year
- 2008
- Condition
- Good
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1584889500
- ISBN 13
- 9781584889502
- Edition
- 3rd Edition
Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers normal, Poisson, and binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods.
Using popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons. It includes examples and exercises with complete data sets for nearly all the models covered.
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Payment accepted via credit card, check/money order, or PayPal. Credit cards accepted via ABEbooks or PayPal ONLY -- please do not send us your credit card information, as we have no way of processing it ourselves. Our PayPal account is bookbooth@usa.com. If paying via PayPal, please remember to include shipping & handling charges. Checks and money orders are also accepted; please make them payable to: C.M. Casciani, 441 W. Bagley Rd. #173, Berea OH 44017. Library and institutional orders welcome; please email us if you require any special handling. International orders must be payable in US dollars. SHIPPING & HANDLING: all books shipped in USA via USPS; Media Mail 7-14 business days for delivery, $4.00 for first book - $1.50 each additional book; or, Priority Mail 2-4 business days for delivery, $6.00 first book - $2.50 each additional book. Returns for reasonable grading of condition; email us prior to return for shipping instructions.