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eflm  

Efficient Fitting of Linear and Generalized Linear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("eflm", "0.3.0")



Attach the package and use:
library("eflm")
Maintained by
Mauricio Vargas
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-15
Latest Update: 2023-03-28
Description:
Efficient Fitting of Linear and Generalized Linear Models by usingjust base R. As an alternative to lm and glm this package provides elmand eglm with a significant speedup when the number ofobservations is larger than the number of parameters to estimate. The speedgains are obtained by reducing the NxP model matrix to a PxP matrix and thebest computational performance is obtained when R is linked against OpenBLASIntel MKL or other optimized BLAS library. This implementation aims at beingcompatible with broom and sandwich packages for summary statistics andclustering by providing S3 methods.
How to cite:
Mauricio Vargas (2021). eflm: Efficient Fitting of Linear and Generalized Linear Models. R package version 0.3.0, https://cran.r-project.org/web/packages/eflm. Accessed 23 Apr. 2025.
Previous versions and publish date:
0.1 (2021-02-15 12:10), 0.3.0 (2021-05-31 23:20)
Other packages that cited eflm R package
View eflm citation profile
Other R packages that eflm depends, imports, suggests or enhances
Functions, R codes and Examples using the eflm R package
Some associated functions: eflm-package . eglm . eglm.wfit . elm . elm.wfit . 
Some associated R codes: 99-broom.R . 99-sandwich.R . eflm-package.R . eglm-summary.R . eglm-vcov-summary.R . eglm-vcov.R . eglm-wfit.R . eglm.R . elm-summary.R . elm-vcov-summary.R . elm-vcov.R . elm-wfit.R . elm.R . zzz.R .  Full eflm package functions and examples
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