02122 a2200229 4500
140323b2008 xxu||||| |||| 00| 0 eng d
9781584889502
519.5
Dobson, Annette J.
56350
An introduction to generalized linear models
Dobson, Annette J.
3rd ed.
Boca Raton
CRC Press
2008
122501
307 p.
UKP 26.99
Texts in statistical science series
134911
Continuing to emphasize numerical and graphical methods, An Introduction to Generalized Linear Models, Third Edition provides a cohesive framework for statistical modeling. This new edition of a bestseller has been updated with Stata, R, and WinBUGS code as well as three new chapters on Bayesian analysis. 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. (Source: www.amazon.com)
Linear models (Statistics)
43688
Barnett, Adrian G.
56356
BK
161640
161640
0
0
ddc
0
0
VSL
VSL
Slot 1412 (0 Floor, East Wing)
2010-04-18
Slot 1412 (0 Floor, East Wing)
1
3
519.5 D6I6
167020
2014-03-13
2013-02-27
2137.60
2010-04-19
BK
26.99
UKP
09/01/2009
Himanshu Book Co.
280704
31/12/2008
98126
31/12/2008
Approval
2137.60
20.00%
0.00
Prof. Tejas Desai
29/12/2008