0
Your cart

Your cart is empty

Books > Science & Mathematics > Mathematics > Probability & statistics

Buy Now

Introduction to General and Generalized Linear Models (Hardcover) Loot Price: R2,113
Discovery Miles 21 130

Introduction to General and Generalized Linear Models (Hardcover)

Henrik Madsen, Poul Thyregod

Series: Chapman & Hall/CRC Texts in Statistical Science

 (sign in to rate)
Loot Price R2,113 Discovery Miles 21 130 | Repayment Terms: R198 pm x 12*

Bookmark and Share

Expected to ship within 12 - 17 working days

Bridging the gap between theory and practice for modern statistical model building, Introduction to General and Generalized Linear Models presents likelihood-based techniques for statistical modelling using various types of data. Implementations using R are provided throughout the text, although other software packages are also discussed. Numerous examples show how the problems are solved with R.

After describing the necessary likelihood theory, the book covers both general and generalized linear models using the same likelihood-based methods. It presents the corresponding/parallel results for the general linear models first, since they are easier to understand and often more well known. The authors then explore random effects and mixed effects in a Gaussian context. They also introduce non-Gaussian hierarchical models that are members of the exponential family of distributions. Each chapter contains examples and guidelines for solving the problems via R.

Providing a flexible framework for data analysis and model building, this text focuses on the statistical methods and models that can help predict the expected value of an outcome, dependent, or response variable. It offers a sound introduction to general and generalized linear models using the popular and powerful likelihood techniques. Ancillary materials are available at www.imm.dtu.dk/ hm/GLM

General

Imprint: Crc Press
Country of origin: United States
Series: Chapman & Hall/CRC Texts in Statistical Science
Release date: November 2010
First published: 2009
Authors: Henrik Madsen • Poul Thyregod
Dimensions: 241 x 160 x 20mm (L x W x T)
Format: Hardcover - Paper over boards
Pages: 302
ISBN-13: 978-1-4200-9155-7
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Promotions
LSN: 1-4200-9155-7
Barcode: 9781420091557

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Statistics For Business And Economics
David Anderson, James Cochran, … Paperback  (1)
R1,305 Discovery Miles 13 050
Applied Business Statistics - Methods…
Trevor Wegner Paperback R951 Discovery Miles 9 510
Basic mathematics for economics students…
Derek Yu Paperback R357 Discovery Miles 3 570
Numbers, Hypotheses & Conclusions - A…
Colin Tredoux, Kevin Durrheim Paperback R969 R856 Discovery Miles 8 560
Time Series Analysis - With Applications…
Jonathan D. Cryer, Kung-Sik Chan Hardcover R2,636 Discovery Miles 26 360
Mathematical Statistics with…
William Mendenhall, Dennis Wackerly, … Paperback R1,345 R1,252 Discovery Miles 12 520
Counterfactuals and Probability
Moritz Schulz Hardcover R2,854 Discovery Miles 28 540
Probability - An Introduction
Geoffrey Grimmett, Dominic Welsh Hardcover R4,206 Discovery Miles 42 060
BI Statistical Methods - Volume I…
Peter Walley Hardcover R2,721 Discovery Miles 27 210
Advances in Quantum Monte Carlo
Shigenori Tanaka, Stuart M. Rothstein, … Hardcover R5,584 Discovery Miles 55 840
The Oxford Handbook of Functional Data…
Frederic Ferraty, Yves Romain Hardcover R4,606 Discovery Miles 46 060
Pearson Edexcel AS and A level…
Paperback  (1)
R279 Discovery Miles 2 790

See more

Partners