Download App
>> | LShop | >> | Book | >> | Mathematics & Scienc... | >> | Mathematics | >> | Generalized Linear M... |
ISBN
:
9780470454633
Publisher
:
Wiley
Subject
:
Mathematics
Binding
:
HARDCOVER
Pages
:
496
Year
:
2010
₹
13132.0
₹
13132.0
Buy Now
Shipping charges are applicable for books below Rs. 101.0
View DetailsEstimated Shipping Time : 5-7 Business Days
View DetailsDescription
Praise for the First Edition"The obvious enthusiasm of Myers, Montgomery, and Vining and their reliance on their many examples as a major focus of their pedagogy make Generalized Linear Models a joy to read. Every statistician working in any area of applied science should buy it and experience the excitement of these new approaches to familiar activities."—TechnometricsGeneralized Linear Models: With Applications in Engineering and the Sciences, Second Edition continues to provide a clear introduction to the theoretical foundations and key applications of generalized linear models (GLMs). Maintaining the same nontechnical approach as its predecessor, this update has been thoroughly extended to include the latest developments, relevant computational approaches, and modern examples from the fields of engineering and physical sciences.This new edition maintains its accessible approach to the topic by reviewing the various types of problems that support the use of GLMs and providing an overview of the basic, related concepts such as multiple linear regression, nonlinear regression, least squares, and the maximum likelihood estimation procedure. Incorporating the latest developments, new features of this Second Edition include:A new chapter on random effects and designs for GLMsA thoroughly revised chapter on logistic and Poisson regression, now with additional results on goodness of fit testing, nominal and ordinal responses, and overdispersionA new emphasis on GLM design, with added sections on designs for regression models and optimal designs for nonlinear regression modelsExpanded discussion of weighted least squares, including examples that illustrate how to estimate the weightsIllustrations of R code to perform GLM analysisThe authors demonstrate the diverse applications of GLMs through numerous examples, from classical applications in the fields of biology and biopharmaceuticals to more modern examples related to engineering and quality assurance. The Second Edition has been designed to demonstrate the growing computational nature of GLMs, as SAS®, Minitab®, JMP®, and R software packages are used throughout the book to demonstrate fitting and analysis of generalized linear models, perform inference, and conduct diagnostic checking. Numerous figures and screen shots illustrating computer output are provided, and a related FTP site houses supplementary material, including computer commands and additional data sets.Generalized Linear Models, Second Edition is an excellent book for courses on regression analysis and regression modeling at the upper-undergraduate and graduate level. It also serves as a valuable reference for engineers, scientists, and statisticians who must understand and apply GLMs in their work.
Related Items
-
of
Introduction to Linear Regression Analysis (Wiley Series in Probability and Statistics)
Douglas C. Montgomery
Starts At
13412.0
14739.0
9% OFF
Applied Statistics and Probability for Engineers
Douglas C. Montgomery
Starts At
6159.0
8104.0
24% OFF
Probability and Statistics for Engineers and Scientists
Ronald E. Walpole
Starts At
6136.0
8643.0
29% OFF
Engineering Statistics
Douglas C. Montgomery; George C. Runger; Norma Faris Hubele
Starts At
6482.0
8530.0
24% OFF
Matrix Theory:: From Generalized Inverses to Jordan Form
Robert Piziak
Starts At
3882.0
5319.0
27% OFF
Linear Models for Optimal Test Design (Statistics for Social and Behavioral Sciences)
Wim J. van der Linden
Starts At
13920.0
14500.0
4% OFF
Handbook of Generalized Convexity and Generalized Monotonicity (Nonconvex Optimization and Its Applications (closed))
Nicolas Hadjisavvas
Starts At
22927.0
23883.0
4% OFF
Probability Models for DNA Sequence Evolution (Probability and Its Applications)
Richard Durrett
Starts At
18014.0
18765.0
4% OFF
Generalized Convexity, Generalized Monotonicity: Recent Results (Nonconvex Optimization and Its Applications (closed))
Jean-Pierre Crouzeix
Starts At
22927.0
23883.0
4% OFF
Multicriteria Decision Making: Advances in MCDM Models, Algorithms, Theory, and Applications (International Series in Operations Research & Management Science)
Tomas Gal
Starts At
22927.0
23883.0
4% OFF