R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
bigReg
View on CRAN: Click
here
Download and install bigReg package within the R console
Install from CRAN:
install.packages("bigReg")
Install from Github:
library("remotes")
install_github("cran/bigReg") Install by package version:
library("remotes")
install_version("bigReg", "0.1.5") Attach the package and use:
library("bigReg")
Maintained by
Chibisi Chima-Okereke
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-07-25
Latest Update: 2023-12-11
Description:
Allows the user to carry out GLM on very large
data sets. Data can be created using the data_frame() function and appended
to the object with object$append(data); data_frame and data_matrix objects
are available that allow the user to store large data on disk. The data is
stored as doubles in binary format and any character columns are transformed
to factors and then stored as numeric (binary) data while a look-up table is
stored in a separate .meta_data file in the same folder. The data is stored in
blocks and GLM regression algorithm is modified and carries out a MapReduce-
like algorithm to fit the model. The functions bglm(), and summary()
and bglm_predict() are available for creating and post-processing of models.
The library requires Armadillo installed on your system. It may not
function on windows since multi-core processing is done using mclapply()
which forks R on Unix/Linux type operating systems.
How to cite:
Chibisi Chima-Okereke (2016). bigReg: Generalized Linear Models (GLM) for Large Data Sets. R package version 0.1.5, https://cran.r-project.org/web/packages/bigReg. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:21), 0.1.2 (2016-07-25 19:17)
Other packages that cited bigReg R package
View bigReg citation profile
Other R packages that bigReg depends,
imports, suggests or enhances
Complete documentation for bigReg
Functions, R codes and Examples using
the bigReg R package
Some associated functions: CreateFactor . Gamma_ . SVD . XWXMatrix . XWXMatrixW . asInteger . bglm . bglm_predict . binomial_ . blm . data_frame . data_matrix . dot-control . family_ . gaussian_ . inverse.gaussian_ . load_data_frame . load_data_matrix . myIn . mySeq . plasma . poisson_ . print.bglm . print.blm . print.data_frame . print.data_matrix . print.summary.bglm . print.summary.blm . process_bglm_block . quasi_ . quasibinomial_ . quasipoisson_ . r_bind . readNumericVector . read_df_block . read_df_blocks . read_matrix_block . read_matrix_blocks . sum_bglm_block . summary.bglm . summary.blm . writeNumericVector . write_numeric_vector .
Some associated R codes: RcppExports.R . Full bigReg package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
PermAlgo
This version of the permutational algorithm generates a
dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marie-Pierre Sylvestre (view profile)
gscaLCA
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Seohee Park (view profile)
pulseTD
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: XinWang (view profile)
gamlss.add
Interface for extra smooth functions including tensor products,
neural networks and decision trees. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mikis Stasinopoulos (view profile)
footBayes
This is the first package allowing for the estimation,
visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Leonardo Egidi (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
27,806
R Packages
239,283
Dependencies
73,837
Author Associations
27,807
Publication Badges
