| Name : R-fullRankMatrix
| |
| Version : 0.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.1
| Date : 2024-07-01 10:02:09
|
| Group : Development/Libraries/Other
| Source RPM : R-fullRankMatrix-0.1.0-lp153.1.1.src.rpm
|
| Size : 1.71 MB
| |
| Packager : (none)
| |
| Summary : Generation of Full Rank Design Matrix
|
Description :
Creates a full rank matrix out of a given matrix. The intended use is
for one-hot encoded design matrices that should be used in linear
models to ensure that significant associations can be correctly
interpreted. However, \'fullRankMatrix\' can be applied to any matrix to
make it full rank. It removes columns with only 0\'s, merges duplicated
columns and discovers linearly dependent columns and replaces them with
linearly independent columns that span the space of the original
columns. Columns are renamed to reflect those modifications. This
results in a full rank matrix that can be used as a design matrix in
linear models. The algorithm and some functions are inspired by Kuhn,
M. (2008) < doi:10.18637/jss.v028.i05>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
