Other packages > Find by keyword >

mrregression  

Regression Analysis for Very Large Data Sets via Merge and Reduce
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mrregression", "1.0.0")



Attach the package and use:
library("mrregression")
Maintained by
Leo N. Geppert
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-22
Latest Update: 2020-09-22
Description:
Frequentist and Bayesian linear regression for large data sets. Useful when the data does not fit into memory (for both frequentist and Bayesian regression), to make running time manageable (mainly for Bayesian regression), and to reduce the total running time because of reduced or less severe memory-spillover into the virtual memory. This is an implementation of Merge & Reduce for linear regression as described in Geppert, L.N., Ickstadt, K., Munteanu, A., & Sohler, C. (2020). 'Streaming statistical models via Merge & Reduce'. International Journal of Data Science and Analytics, 1-17, .
How to cite:
Leo N. Geppert (2020). mrregression: Regression Analysis for Very Large Data Sets via Merge and Reduce. R package version 1.0.0, https://cran.r-project.org/web/packages/mrregression. Accessed 05 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited mrregression R package
View mrregression citation profile
Other R packages that mrregression depends, imports, suggests or enhances
Complete documentation for mrregression
Functions, R codes and Examples using the mrregression R package
Some associated functions: exampleData . mrbayes . mrfrequentist . mrregression . 
Some associated R codes: errorWarningMessages.R . exampleData.R . helpFunctions.R . makeTestData.R . mergeModels.R . methods.R . modelsStan.R . mrbayes.R . mrfrequentist.R . mrregression.R .  Full mrregression package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

genie  
Fast, Robust, and Outlier Resistant Hierarchical Clustering
Includes the reference implementation of Genie - a hierarchical clustering algorithm that links two ...
Download / Learn more Package Citations See dependency  
cdlTools  
Tools to Download and Work with USDA Cropscape Data
Downloads USDA National Agricultural Statistics Service (NASS) cropscape data for a specified state ...
Download / Learn more Package Citations See dependency  
correlation  
Methods for Correlation Analysis
Lightweight package for computing different kinds of correlations, such as partial correlations, Ba ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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