Variable Selection via Tilted Correlation Screening Algorithm

Implements an algorithm for variable selection in high-dimensional linear regression using the "tilted correlation", a new way of measuring the contribution of each variable to the response which takes into account high correlations among the variables in a data-driven way.


Reference manual

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install.packages("tilting")

1.1.1 by Haeran Cho, 10 years ago


Browse source code at https://github.com/cran/tilting


Authors: Haeran Cho [aut, cre] , Piotr Fryzlewicz [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on mvtnorm


See at CRAN