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]
All associated links for this package
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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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