Package: fullRankMatrix
Title: Generation of Full Rank Design Matrix
Version: 0.1.0.9000
Authors@R: 
    c(
    person("Paula", "Weidemueller", , "paulahw3214@gmail.com", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0003-3867-3131", Twitter = "@PaulaH_W")),
    person("Constantin", "Ahlmann-Eltze", , "artjom31415@googlemail.com", role = c("aut"), comment = c(ORCID = "0000-0002-3762-068X", Twitter = "@const_ae"))
    )
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>.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Suggests: knitr, rmarkdown, igraph, testthat (>= 3.0.0), WeightIt,
        caret, plm, spelling
Config/testthat/edition: 3
VignetteBuilder: knitr
URL: https://github.com/Pweidemueller/fullRankMatrix
BugReports: https://github.com/Pweidemueller/fullRankMatrix/issues
Language: en-US
Repository: https://pweidemueller.r-universe.dev
Date/Publication: 2024-07-04 13:42:36 UTC
RemoteUrl: https://github.com/pweidemueller/fullrankmatrix
RemoteRef: HEAD
RemoteSha: ad4bc2dc58642eb7e639ee3e3d79e5dca28f4c4c
NeedsCompilation: no
Packaged: 2026-10-05 09:52:29 UTC; root
Author: Paula Weidemueller [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-3867-3131>, Twitter: @PaulaH_W),
  Constantin Ahlmann-Eltze [aut] (ORCID:
    <https://orcid.org/0000-0002-3762-068X>, Twitter: @const_ae)
Maintainer: Paula Weidemueller <paulahw3214@gmail.com>
Depends: R (>= 4.1.0)