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The GLIM System : Release 4 Manual - Brian Francis

The GLIM System

Release 4 Manual

By: Brian Francis (Editor), Mick Green (Editor), Clive Payne (Editor)

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A thorough re-working of the previous GLIM manual to take account of updates to the software, this book includes case studies for medical examples. In statistics, fitting linear models to data is a general theme. This manual describes how GLIM 4 may be used for statistical analysis in its most general sense, including data manipulation and display, model fitting, and prediction. The manual has three parts. The user guide introduces and illustrates all the facilities in GLIM 4 in an informal way. Each chapter describes the GLIM 4 directives relevant to a particular type of activity involved in the statistical mmodelling of data. The modelling guide presents a broad array of examples of the use of GLIM as an effective introduction to new users. The last section, the reference guide, contains a formal description of the syntax and semantics of the GLIM 4 language, of the data structures it handles, and of the directives provided, constituting a reference manual for the experienced user. An annotated list of key sources of generalized linear models is also supplied.

Part 1: The User Guide 1.1: Clive Payne: Introduction to GLIM 1.2: John Hinde: The GLIM Language 1.3: Malcolm Bradley and Brian Francis: Data definition and input 1.4: Mick Green: File handling and utilities 1.5: Allan Resse, Brian Francis and Mick Green: Data examination and display 1.6: Andrew Stalewski: Calculations on data 1.7: Tony Swan: Macros 1.8: Andrew Stalewski and Mike Clarke: Model fitting and assessment 1.9: Mick Green and Brian Francis: User-defined models Carl O'Brien: Appendix A: The macro library Brian Francis: Appendix B: Differences between GLIM377 and GlIM4 Part 2: The Modelling Guide 2.1: Robert Gilchrist: Guide to statistical modelling with GLIM 2.2: Tony Swan: The theory of generalised linear models 2.3: Tony Swan: Applications of GLIM Part 3: The Reference Guide 3.1: Brian Francis: The language 3.2: Brian Francis: Data structures 3.3: Brian Francis: The directives 3.4: Brian Francis: Faults and error handling 3.5: Mick Green: The PASS facility John Hinde: Bibliography References Index

ISBN: 9780198522317
ISBN-10: 0198522312
Series: Generalized Linear Interactive Modelling
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 836
Published: 15th April 1993
Country of Publication: GB
Dimensions (cm): 24.77 x 19.68  x 4.45
Weight (kg): 1.7