Other packages > Find by keyword >

oem  

Orthogonalizing EM: Penalized Regression for Big Tall Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("oem", "2.0.12")



Attach the package and use:
library("oem")
Maintained by
Jared Huling
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-09-09
Latest Update: 2024-07-31
Description:
Solves penalized least squares problems for big tall data using the orthogonalizing EM algorithm of Xiong et al. (2016) . The main fitting function is oem() and the functions cv.oem() and xval.oem() are for cross validation, the latter being an accelerated cross validation function for linear models. The big.oem() function allows for out of memory fitting. A description of the underlying methods and code interface is described in Huling and Chien (2022) .
How to cite:
Jared Huling (2012). oem: Orthogonalizing EM: Penalized Regression for Big Tall Data. R package version 2.0.12, https://cran.r-project.org/web/packages/oem. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.01 (2012-09-09 19:10), 1.02.1 (2014-01-06 17:30), 1.02 (2012-12-30 08:12), 2.0.1 (2016-10-19 12:58), 2.0.2 (2016-10-25 20:32), 2.0.3 (2016-10-26 10:37), 2.0.4 (2017-02-21 08:43), 2.0.5 (2017-03-22 13:16), 2.0.6 (2017-07-06 16:41), 2.0.7 (2018-02-01 06:21), 2.0.8 (2018-03-26 06:05), 2.0.9 (2018-10-30 11:40), 2.0.10 (2020-06-04 14:00), 2.0.11 (2022-10-13 10:20)
Other packages that cited oem R package
View oem citation profile
Other R packages that oem depends, imports, suggests or enhances
Complete documentation for oem
Functions, R codes and Examples using the oem R package
Some associated functions: big.oem . cv.oem . deprecated . logLik . oem . oem.xtx . plot . predict.cv.oem . predict.oem . predict.xval.oem . print . summary . xval.oem . 
Some associated R codes: big_oem.R . cv_oem.R . deprecated_functions.R . methods.R . oem.R . oem_xtx.R . oem_xval.R . utils.R .  Full oem package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
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  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
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  
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  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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