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
sommer
Solving Mixed Model Equations in R
View on CRAN: Click
here
Download and install sommer package within the R console
Install from CRAN:
install.packages("sommer")
Install from Github:
library("remotes")
install_github("cran/sommer") Install by package version:
library("remotes")
install_version("sommer", "4.4.7") Attach the package and use:
library("sommer")
Maintained by
Giovanny Covarrubias-Pazaran
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-01-24
Latest Update: 2025-07-30
Description:
Structural multivariate-univariate linear mixed model solver for estimation of multiple random effects with unknown variance-covariance structures (e.g., heterogeneous and unstructured) and known covariance among levels of random effects (e.g., pedigree and genomic relationship matrices) (Covarrubias-Pazaran, 2016 <doi:10.1371/journal.pone.0156744>; Maier et al., 2015 <doi:10.1016/j.ajhg.2014.12.006>; Jensen et al., 1997). REML estimates can be obtained using the Direct-Inversion Newton-Raphson and Direct-Inversion Average Information algorithms for the problems r x r (r being the number of records) or using the Henderson-based average information algorithm for the problem c x c (c being the number of coefficients to estimate). Spatial models can also be fitted using the two-dimensional spline functionality available.
How to cite:
Giovanny Covarrubias-Pazaran (2016). sommer: Solving Mixed Model Equations in R. R package version 4.4.7, https://cran.r-project.org/web/packages/sommer. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-10-25 15:40), 1.1 (2016-01-24 21:22), 1.2 (2016-02-07 09:36), 1.3 (2016-03-10 00:06), 1.4 (2016-03-25 00:43), 1.5 (2016-05-03 02:09), 1.6 (2016-05-19 16:29), 1.7 (2016-05-24 00:37), 1.8 (2016-06-06 23:47), 1.9 (2016-07-01 10:57), 2.0 (2016-07-29 00:11), 2.1 (2016-08-31 08:23), 2.2 (2016-10-02 02:01), 2.3 (2016-11-01 11:07), 2.4 (2016-12-01 21:12), 2.5 (2017-01-03 06:19), 2.6 (2017-03-02 08:09), 2.7 (2017-04-15 15:53), 2.8 (2017-06-07 00:14), 2.9 (2017-07-08 23:18), 3.0 (2017-08-24 10:25), 3.1 (2017-10-29 23:05), 3.2 (2018-01-09 21:37), 3.3 (2018-03-05 23:26), 3.4 (2018-04-06 22:58), 3.5 (2018-07-02 20:50), 3.6 (2018-10-08 21:00), 3.7.1 (2018-12-07 08:40), 3.7.2 (2018-12-09 15:50), 3.7.3 (2018-12-10 01:00), 3.7 (2018-12-04 11:20), 3.8 (2019-01-02 20:20), 3.9.1 (2019-03-26 00:00), 3.9.3 (2019-04-04 00:12), 4.0.1 (2019-07-02 19:10), 4.0.4 (2019-08-24 18:20), 4.0.8 (2019-11-01 07:10), 4.0.9 (2020-02-07 07:30), 4.1.0 (2020-06-16 18:30), 4.1.1 (2020-09-30 09:50), 4.1.2 (2021-01-06 17:00), 4.1.3 (2021-04-05 15:50), 4.1.4 (2021-07-29 19:00), 4.1.5 (2021-12-15 05:00), 4.1.6 (2022-04-17 07:20), 4.1.7 (2022-06-16 17:10), 4.1.8 (2022-09-06 06:30), 4.1.9 (2022-09-09 09:20), 4.2.0.1 (2023-01-08 11:20), 4.2.0 (2022-09-11 00:10), 4.2.1.2 (2023-04-07 19:50), 4.3.0 (2023-05-11 07:00), 4.3.1 (2023-06-14 10:30), 4.3.2 (2023-08-11 01:10), 4.3.3 (2023-11-13 07:20), 4.3.4 (2024-03-17 06:30), 4.3.5 (2024-07-31 10:50), 4.3.6 (2024-10-20 07:30), 4.3.7 (2025-02-03 18:20), 4.4.1 (2025-04-04 21:00), 4.4.2 (2025-05-26 22:30), 4.4.3 (2025-07-30 06:50), 4.4.4 (2025-11-26 07:20), 4.4.5 (2026-03-25 07:10), 4.4.6 (2026-07-09 12:20), 4.4.7 (2026-09-11 08:50), 4.4.87 (2026-10-04 05:20), 4.5.11 (2026-10-23 22:50)
Other packages that cited sommer R package
View sommer citation profile
Other R packages that sommer depends,
imports, suggests or enhances
Complete documentation for sommer
Functions, R codes and Examples using
the sommer R package
Some associated functions: A.mat . AI . AR1mat . ARMAmat . CSmat . D.mat . DT_augment . DT_btdata . DT_cornhybrids . DT_cpdata . DT_example . DT_expdesigns . DT_fulldiallel . DT_gryphon . DT_h2 . DT_halfdiallel . DT_ige . DT_legendre . DT_mohring . DT_polyploid . DT_rice . DT_sleepstudy . DT_technow . DT_wheat . DT_yatesoats . E.mat . EM . EMMA . GWAS . H.mat . LD.decay . add.diallel.vars . adiag1 . anova_mmec . anova_mmer . atc . atcg1234 . atr . bathy.colors . bbasis . bivariateRun . build.HMM . coef_mmec . coef_mmer . corImputation . covc . csc . csr . dfToMatrix . dsc . dsr . fcm . fitted_mmec . fitted_mmer . fixm . gvsr . impute . isc . jet.colors . leg . list2usmat . logspace . manhattan . map.plot . mmec . mmer . neMarker . overlay . plot.monitor . plot_mmec . plot_mmer . predict_mmec . predict_mmer . r2 . randef . redmm . residuals_mmec . residuals_mmer . rrc . simGECorMat . sommer-package . spl2Da . spl2Db . spl2Dc . spl2Dmats . stackTrait . summary_mmec . summary_mmer . tpsmmbwrapper . transformConstraints . transp . unsm . usc . usr . vpredict . vs . vsc . vsr . wald .
Some associated R codes: FUN_algorithms.R . FUN_emmeans.R . FUN_markers.R . FUN_plotting.R . FUN_relationships.R . FUN_spatial_a.R . FUN_spatial_b.R . FUN_spatial_c.R . FUN_special.R . FUN_stats.R . FUN_utils.R . FUN_vsc.R . FUN_vsgrvsr.R . GWAS.R . RcppExports.R . mmec.R . mmer.R . predict_mmec.R . predict_mmer.R . vpredict.R . Full sommer package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
r2resize
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
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)
exams2learnr
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Achim Zeileis (view profile)
spanish
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jose Manuel Vera Oteo (view profile)
usemodels
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Max Kuhn (view profile)
SGB
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Monique Graf (view profile)
29,218
R Packages
247,686
Dependencies
77,281
Author Associations
29,219
Publication Badges
