Other packages > Find by keyword >

sketching  

Sketching of Data via Random Subspace Embeddings
View on CRAN: Click here


Download and install sketching package within the R console
Install from CRAN:
install.packages("sketching")

Install from Github:
library("remotes")
install_github("cran/sketching")

Install by package version:
library("remotes")
install_version("sketching", "0.1.2")



Attach the package and use:
library("sketching")
Maintained by
Sokbae Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-08
Latest Update: 2022-09-07
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.
How to cite:
Sokbae Lee (2022). sketching: Sketching of Data via Random Subspace Embeddings. R package version 0.1.2, https://cran.r-project.org/web/packages/sketching. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.0 (2022-06-08 11:20), 0.1.1 (2022-08-31 10:40)
Other packages that cited sketching R package
View sketching citation profile
Other R packages that sketching depends, imports, suggests or enhances
Complete documentation for sketching
Functions, R codes and Examples using the sketching R package
Some associated functions: AK . simulation_dgp . sketch . sketch_leverage . 
Some associated R codes: RcppExports.R . data_AK.R . simulation_dgp.R . sketch.R . sketch_leverage.R .  Full sketching package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA