Other packages > Find by keyword >

lori  

Imputation of High-Dimensional Count Data using Side Information
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("lori", "2.2.3")



Attach the package and use:
library("lori")
Maintained by
Genevieve Robin
[Scholar Profile | Author Map]
First Published: 2018-02-27
Latest Update: 2020-12-16
Description:
Analysis, imputation, and multiple imputation of count data using covariates. LORI uses a log-linear Poisson model where main row and column effects, as well as effects of known covariates and interaction terms can be fitted. The estimation procedure is based on the convex optimization of the Poisson loss penalized by a Lasso type penalty and a nuclear norm. LORI returns estimates of main effects, covariate effects and interactions, as well as an imputed count table. The package also contains a multiple imputation procedure. The methods are described in Robin, Josse, Moulines and Sardy (2019) .
How to cite:
Genevieve Robin (2018). lori: Imputation of High-Dimensional Count Data using Side Information. R package version 2.2.3, https://cran.r-project.org/web/packages/lori. Accessed 13 Apr. 2025.
Previous versions and publish date:
0.1.0 (2018-02-27 11:31), 0.2.0 (2018-09-12 13:40), 0.2.1 (2018-10-05 09:20), 1.0.0 (2018-11-16 12:20), 2.0.0 (2019-02-19 15:20), 2.1.1 (2019-02-26 16:40), 2.1.2 (2019-03-07 07:20), 2.1.3 (2019-03-29 10:10), 2.2.0 (2019-12-10 23:40), 2.2.1 (2020-11-26 14:10), 2.2.2 (2020-12-16 15:00)
Other packages that cited lori R package
View lori citation profile
Other R packages that lori depends, imports, suggests or enhances
Complete documentation for lori
Functions, R codes and Examples using the lori R package
Some associated functions: aravo . covmat . cv.lori . lori . mi.lori . pool.lori . qut . 
Some associated R codes: altmin.R . aravo.R . covmat.R . cv.lori.R . grad.R . lori.R . mcgd.R . mi.lori.R . pool.lori.R . qut.R .  Full lori package functions and examples
Downloads during the last 30 days
03/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/12Downloads for lori01020304050607080TrendBars

Today's Hot Picks in Authors and Packages

SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
Download / Learn more Package Citations See dependency  
ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
optimParallel  
Parallel Version of the L-BFGS-B Optimization Method
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency  
COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  
LDABiplots  
Biplot Graphical Interface for LDA Models
Contains the development of a tool that provides a web-based graphical user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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