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): 45â80.
Version: 0.1.2 Depends: R (≥ 4.1.0) 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) Published: 2022-09-07 DOI: 10.32614/CRAN.package.sketching Author: Sokbae Lee [aut, cre], Serena Ng [aut] Maintainer: Sokbae Lee <sl3841 at columbia.edu> BugReports: https://github.com/sokbae/sketching/issues License: GPL-3 URL: https://github.com/sokbae/sketching/ NeedsCompilation: yes Materials: README NEWS CRAN checks: sketching results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=sketching to link to this page.
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