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mlm4omics

Bioc removed

Multilevel Model for Multivariate Responses with Missing Values

v1.4.0 · GPL-3

Release Lineage

Entered 3.8 · Oct 31, 2018

Removed after 3.10 · Oct 30, 2019

1.0 In 3 of 49 releases 3.23

Description

To conduct Bayesian inference regression for responses with multilevel explanatory variables and missing values; It uses function from 'Stan', a software to implement posterior sampling using Hamiltonian MC and its variation Non-U-Turn algorithms. It implements the posterior sampling of regression coefficients from the multilevel regression models. The package has two main functions to handle not-missing-at-random missing responses and left-censored with not-missing-at random responses. The purpose is to provide a similar format as the other R regression functions but using 'Stan' models.

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Cite this package

Run in R for the authors' preferred citation:

citation("mlm4omics")
Zeng, I., & Lumley, T. (2019). mlm4omics: Multilevel Model for Multivariate Responses with Missing Values (Version 1.4.0) [Computer software]. https://bioconductor.org/packages/mlm4omics

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for mlm4omics version 1.4.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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