Extending the Linear Model with R PDF ePub eBook

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Extending the Linear Model with R free pdf Linear models are central to the practice of statistics and form the foundation of a vast range of statistical methodologies. Julian J. Faraway's critically acclaimed Linear Models with R examined regression and analysis of variance, demonstrated the different methods available, and showed in which situations each one applies. Following in those footsteps, Extending the Linear Model with R surveys the techniques that grow from the regression model, presenting three extensions to that framework: generalized linear models (GLMs), mixed effect models, and nonparametric regression models. The author's treatment is thoroughly modern and covers topics that include GLM diagnostics, generalized linear mixed models, trees, and even the use of neural networks in statistics. To demonstrate the interplay of theory and practice, throughout the book the author weaves the use of the R software environment to analyze the data of real examples, providing all of the R commands necessary to reproduce the analyses. All of the data described in the book is available at http://people.bath.ac.uk/jjf23/ELM/ Statisticians need to be familiar with a broad range of ideas and techniques. This book provides a well-stocked toolbox of methodologies, and with its unique presentation of these very modern statistical techniques, holds the potential to break new ground in the way graduate-level courses in this area are taught.

About Julian J. Faraway

Sad to say, currently we cannot present you with specifics of the Writer Julian J. Faraway. But this does not always mean that individuals fail for my child assortment. We also question that you just help us in this particular subject. In case you have free time and need will probably greatly enjoy in the event you tell people your information. While having these feedback and details coming from end users regarding the Extending the Linear Model with R Publisher Julian J. Faraway, all of us first the woman's verify. When many of us ensure that most accurate, simply just write-up the idea. Most of us fully grasp this help as well as thank you upfront.

Details Book

Author : Julian J. Faraway
Publisher : CRC Press Inc
Data Published : 20 December 2005
ISBN : 158488424X
EAN : 9781584884248
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : 312 pages
Age + : 15 years
Language : English
Rating :

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