Package: sketching
Type: Package
Title: Sketching of Data via Random Subspace Embeddings
Version: 0.1.2
Authors@R: c(
    person("Sokbae", "Lee", email = "sl3841@columbia.edu", role = c("aut", "cre")),
    person("Serena", "Ng", email = "sn2294@columbia.edu ", role = "aut"))
Description: Construct sketches of data via random subspace embeddings.
        For more details, see the following papers. Lee, S. and Ng, S.
        (2022). "Least Squares Estimation Using Sketched Data with
        Heteroskedastic Errors," Proceedings of the 39th International
        Conference on Machine Learning (ICML22), 162:12498-12520. Lee,
        S. and Ng, S. (2020). "An Econometric Perspective on
        Algorithmic Subsampling," Annual Review of Economics, 12(1):
        45–80.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.0
Imports: stats, MASS, Rcpp (>= 1.0.7), phangorn (>= 2.8.1)
LinkingTo: Rcpp
Suggests: knitr, rmarkdown, testthat (>= 3.0.0), lmtest (>= 0.9), ivreg
        (>= 0.6), sandwich (>= 3.0)
VignetteBuilder: knitr
Depends: R (>= 4.1.0)
URL: https://github.com/sokbae/sketching/
BugReports: https://github.com/sokbae/sketching/issues
Config/testthat/edition: 3
Config/pak/sysreqs: libglpk-dev libxml2-dev
Repository: https://sokbae.r-universe.dev
Date/Publication: 2022-09-06 21:42:46 UTC
RemoteUrl: https://github.com/sokbae/sketching
RemoteRef: HEAD
RemoteSha: c5eedc482ca766682a77cf12fc5504f0c2d145ae
NeedsCompilation: yes
Packaged: 2026-06-17 07:20:51 UTC; root
Author: Sokbae Lee [aut, cre],
  Serena Ng [aut]
Maintainer: Sokbae Lee <sl3841@columbia.edu>