Selecting variable subsets


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Documentation for package ‘subselect’ version 0.9-9993

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anneal Simulated Annealing Search for an optimal k-variable subset
ccr12.coef Computes the $ccr_1^2$ coefficient for variable subset selection
gcd.coef Computes Yanai's GCD in the context of the variable-subset selection problem
genetic Genetic Algorithm searching for an optimal k-variable subset
glhHmat Total and Effect Deviation Matrices for General Linear Hypothesis
improve Restricted Local Improvement search for an optimal k-variable subset
ldaHmat Total and Between-Group Deviation Matrices in Linear Discriminant Analysis
leaps A Leaps and Bounds Algorithm for finding the best variable subsets
lmHmat Total and Effect Deviation Matrices for Linear Regression and Canonical Correlation Analysis
rm.coef Computes the RM coefficient for variable subset selection
rv.coef Computes the RV-coefficient applied to the variable subset selection problem
tau2.coef Computes the Tau squared coefficient for variable subset selection
trim.matrix Given an ill-conditioned square matrix, deletes rows/columns until a well-conditioned submatrix is obtained.
xi2.coef Computes the Xi squared coefficient for variable subset selection
zeta2.coef Computes the Zeta squared coefficient for variable subset selection