Other packages > Find by keyword >

LMMstar  

Repeated Measurement Models for Discrete Times
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LMMstar", "1.1.0")



Attach the package and use:
library("LMMstar")
Maintained by
Brice Ozenne
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-10-05
Latest Update: 2024-05-12
Description:
Companion R package for the course "Statistical analysis of correlated and repeated measurements for health science researchers" taught by the section of Biostatistics of the University of Copenhagen. It implements linear mixed models where the model for the variance-covariance of the residuals is specified via patterns (compound symmetry, toeplitz, unstructured, ...). Statistical inference for mean, variance, and correlation parameters is performed based on the observed information and a Satterthwaite approximation of the degrees of freedom. Normalized residuals are provided to assess model misspecification. Statistical inference can be performed for arbitrary linear or non-linear combination(s) of model coefficients. Predictions can be computed conditional to covariates only or also to outcome values.
How to cite:
Brice Ozenne (2021). LMMstar: Repeated Measurement Models for Discrete Times. R package version 1.1.0, https://cran.r-project.org/web/packages/LMMstar. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.3.2 (2021-10-05 10:30), 0.3.3 (2021-10-17 22:00), 0.4.0 (2021-11-05 01:20), 0.4.3 (2021-12-19 19:42), 0.4.4 (2022-01-03 12:10), 0.5.2 (2022-03-06 11:50), 0.5.4 (2022-03-17 10:40), 0.7.2 (2022-06-03 09:10), 0.7.6 (2022-08-31 15:40), 0.8.10 (2023-01-06 23:00), 0.9.0 (2023-03-08 15:30), 1.0.0 (2023-11-08 20:00), 1.0.1 (2024-01-11 22:20)
Other packages that cited LMMstar R package
View LMMstar citation profile
Other R packages that LMMstar depends, imports, suggests or enhances
Complete documentation for LMMstar
Functions, R codes and Examples using the LMMstar R package
Some associated functions: CS . CUSTOM . EXP . ID . IND . LMMstar-package . LMMstar.options . LMMstar2emmeans . TOEPLITZ . UN . add . anova.lmm . autoplot.Wald_lmm . autoplot.lmm . autoplot.partialCor . autoplot.summarizeNA . baselineAdjustment . coef.lmm . confint.Wald_lmm . confint.lmm . confint.mlmm . data-abetaL . data-abetaW . data-blandAltmanL . data-blandAltmanW . data-bloodpressureL . data-calciumL . data-calciumW . data-ckdL . data-ckdW . data-gastricbypassL . data-gastricbypassW . data-ncgsL . data-ncgsW . data-potassiumRepeatedL . data-potassiumSingleL . data-potassiumSingleW . data-schoolL . data-swabsL . data-swabsW . data-vasscoresL . data-vasscoresW . data-vitaminL . data-vitaminW . df.residual.lmm . dummy.coef.lmm . estfun.lmm . estimate.lmm . fitted.lmm . getVarCov.lmm . iid.lmm . information.lmm . levels.lmm . lmm . logLik.lmm . manifest.lmm . mlmm . model.tables.lmm . partialCor . plot.lmm . predict.lmm . profile.lmm . proportion . rbind.Wald_lmm . remove . resample . residuals.lmm . sampleRem . score.lmm . sigma.lmm . summarize . summarizeNA . summary.Wald_lmm . summary.lmm . summary.mlmm . summary.partialCor . terms.lmm . vcov.lmm . weights.Wald_lmm . 
Some associated R codes: 0-onload.R . LMMstar-package.R . LMMstar.options.R . add.R . anova.R . autoplot.R . backtransform.R . baselineAdjustment.R . coef.R . confint.R . constrain.R . df.R . doc-data.R . dummy.coef.R . emmeans.R . estimate.R . findPatterns.R . fitted.R . formula.R . iid.R . information.R . levels.R . lmm.R . logLik.R . manifest.R . mlmm.R . model.frame.R . model.matrix.R . model.tables.R . moments.R . multcomp.R . nobs.R . partialCor.R . plot.R . precompute.R . predict.R . print.R . profile.R . proportion.R . ranef.R . rbind.R . remove.R . reparametrize.R . resample.R . residuals.R . sampleRem.R . score.R . sigma.R . structure-calc_Omega.R . structure-calc_d2Omega.R . structure-calc_dOmega.R . structure-initialization.R . structure-skeleton.R . structure.R . summarize.R . summarizeNA.R . summary.R . terms.R . unorderedPairs.R . utils.R . vcov.R . weights.R .  Full LMMstar package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
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  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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