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furnii
2010 Oct 06
1
Does R have function/package works similar to SAS's 'PROC REG'?
...the crossproducts are solved by using a sweep algorithm (Goodnight
1979). The method is accurate for data that are reasonably scaled and not
too collinear.
The sweep algorithm is also used in many places in the model-selection
methods and the RSQUARE method uses the leaps-and-bounds algorithm by
Furnival and Wilson (1974).
Thanks.
Thanks.
CZ
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2006 Jun 12
0
New version of Subselect package
Version 0.9-99 of package "subselect" is now on CRAN.
The subselect package has functions that search for k-variable subsets
of a p-variable (p>k) data set that are optimal under some
criterion. Search algorithms include a full search algorithm "leaps",
based on Furnival and Wilson's leaps and bounds algorithm, and three
random search algorithms: a genetic algorithm ("genetic"), a simulated
annealing algorithm ("anneal") and a modified local search algorithm
("improve"). Previous versions of subselect had three criteria for
optim...
2006 Jun 12
0
New version of Subselect package
Version 0.9-99 of package "subselect" is now on CRAN.
The subselect package has functions that search for k-variable subsets
of a p-variable (p>k) data set that are optimal under some
criterion. Search algorithms include a full search algorithm "leaps",
based on Furnival and Wilson's leaps and bounds algorithm, and three
random search algorithms: a genetic algorithm ("genetic"), a simulated
annealing algorithm ("anneal") and a modified local search algorithm
("improve"). Previous versions of subselect had three criteria for
optim...
2004 Mar 11
0
Subselect package - Version 0.7.1
...hich are optimal under various
criteria.
As of version 0.7 a new function 'leaps' has been added. 'Leaps'
performs a branch and bound search for the best variable subsets,
according to a specified criterion. 'Leaps' implements Duarte Silva's
adaptation (Reference 3) of Furnival and Wilson's Leaps and Bounds
Algorithm for variable selection in Regression Analysis. It is viable in
identifying optimal subsets for data sets with a moderate number
(up to about 30-35) of variables, and very fast for small data sets
(up to about 20-25 variables).
In package subselect, the...
2004 Mar 11
0
Subselect package - Version 0.7.1
...hich are optimal under various
criteria.
As of version 0.7 a new function 'leaps' has been added. 'Leaps'
performs a branch and bound search for the best variable subsets,
according to a specified criterion. 'Leaps' implements Duarte Silva's
adaptation (Reference 3) of Furnival and Wilson's Leaps and Bounds
Algorithm for variable selection in Regression Analysis. It is viable in
identifying optimal subsets for data sets with a moderate number
(up to about 30-35) of variables, and very fast for small data sets
(up to about 20-25 variables).
In package subselect, the...