Multivariate Data Analysis Laboratory
Overview
An open-source implementation of latent variable methods and multivariate modeling tools. The focus is on exploratory analyses using dimensionality reduction methods including low dimensional embedding, classical multivariate statistical tools, and tools for enhanced interpretation of machine learning methods (i.e. intelligible models to provide important information for end-users). Target domains include extension to dedicated applications e.g. for manufacturing process modeling, spectroscopic analyses, and data mining.
Install
Health
NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc
Maintainer: ‘Nelson Lee Afanador <nelson.afanador@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Nelson", "Lee"),
family = "Afanador",
role = c("aut", "cre"),
email = "nelson.afanador@gmail.com"),
person(given = "Thanh",
family = "Tran",
role = "aut"),
person(given = "Lionel",
family = "Blanchet",
role = "aut"),
person(given = "Richard",
family = "Baumgartner",
role = "aut"))
as necessary.- NOTE11 OK, 2 NOTE2026-07-30
- ERROR11 OK, 1 NOTE, 1 ERROR2026-07-29
- NOTE11 OK, 2 NOTE2026-06-09
- ERROR11 OK, 1 NOTE, 1 ERROR2026-06-08
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 76includes a package overview page
- Examples that run
- 98%65 run in a plain check · 1 never run
- Exported functions with examples
- 94%
- Documented parameters
- not tracked
- Return-value docs
- not tracked
- Help pages citing references
- 49%
Downloads
Dependencies
Installing mvdalab adds 66 packages (36 with compiled code, 56 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, doBy 4.3 MB.
Code & Tests
Datasets
People & History
Maintainer since 1.0 (2016)
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- unarchivedReturned to CRAN2022-10-06
- 1.7Latest
- archivedRemoved from CRAN2022-04-29requires archived package 'dummies'
- RR 4.2.0 released · 2022-04-22
- 1.62021-07-14 · diff ↗
- RR 4.1.0 released · 2021-05-18
- 1.52021-05-15 · diff ↗
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- 1.42017-10-16 · diff ↗
- 1.32017-10-04 · diff ↗
Package metadata
- First published
- 2016-04-09
- Total releases
- 8 / 10 yrs
- License
- GPL-3 OSI
- Bundled data
- 306 KB / 5 files
- Download size
- 378 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("mvdalab")Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.