GLIM (an
acronym
An acronym is a word or name formed from the initial components of a longer name or phrase. Acronyms are usually formed from the initial letters of words, as in ''NATO'' (''North Atlantic Treaty Organization''), but sometimes use syllables, as ...
for Generalized Linear Interactive Modelling) is a
statistical software
Statistical software are specialized computer programs for analysis in statistics and econometrics.
Open-source
* ADaMSoft – a generalized statistical software with data mining algorithms and methods for data management
* ADMB – a software ...
program for fitting
generalized linear models
In statistics, a generalized linear model (GLM) is a flexible generalization of ordinary linear regression. The GLM generalizes linear regression by allowing the linear model to be related to the response variable via a ''link function'' and b ...
(GLMs).
It was developed by the
Royal Statistical Society's
Working Party on
Statistical Computing
Computational statistics, or statistical computing, is the bond between statistics and computer science. It means statistical methods that are enabled by using computational methods. It is the area of computational science (or scientific computin ...
(later renamed the GLIM Working Party),
chaired initially by
John Nelder
John Ashworth Nelder (8 October 1924 – 7 August 2010) was a British statistician known for his contributions to experimental design, analysis of variance, computational statistics, and statistical theory.
Contributions
Nelder's work was infl ...
.
It was first released in 1974
with the last major release, GLIM4, in 1993.
GLIM was distributed by the
Numerical Algorithms Group
The NAG Numerical Library is a software product developed and sold by The Numerical Algorithms Group Ltd. It is a software library of numerical analysis routines, containing more than 1,900 mathematical and statistical algorithms. Areas covered ...
(NAG).
GLIM was notable for being the first package capable of fitting a wide range of
generalized linear models
In statistics, a generalized linear model (GLM) is a flexible generalization of ordinary linear regression. The GLM generalizes linear regression by allowing the linear model to be related to the response variable via a ''link function'' and b ...
in a unified framework, and for encouraging an interactive, iterative approach to statistical modelling.
GLIM used a
command-line interface
A command-line interpreter or command-line processor uses a command-line interface (CLI) to receive commands from a user in the form of lines of text. This provides a means of setting parameters for the environment, invoking executables and pro ...
and allowed users to define their own
macros. Many articles in
academic journal
An academic journal or scholarly journal is a periodical publication in which scholarship relating to a particular academic discipline is published. Academic journals serve as permanent and transparent forums for the presentation, scrutiny, and d ...
s were written about the use of GLIM. GLIM was reviewed in ''
The American Statistician
''The American Statistician'' is a quarterly peer-reviewed scientific journal covering statistics published by Taylor & Francis on behalf of the American Statistical Association. It was established in 1947. The editor-in-chief is Daniel R. Jeske, ...
'' in 1994, along with other software for fitting generalized linear models.
The GLIMPSE system was later developed to provide a
knowledge base
A knowledge base (KB) is a technology used to store complex structured and unstructured information used by a computer system. The initial use of the term was in connection with expert systems, which were the first knowledge-based systems.
Ori ...
d front-end for GLIM.
GLIM is no longer actively developed or distributed.
Books
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References
{{DEFAULTSORT:Glim (Software)
Regression and curve fitting software