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This package was removed from CRAN on 2014-05-01. Its history is shown below.
Reason: memory-access errors were not corrected
Details below reflect version 1.0.2, its last release before removal.

LumiWCluster

1.0.2

Weighted model based clustering

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Overview

About
Maintained by Xin Zhou1 releasesCRAN page ↗

The LumiWCluster package implements the proposed weighted model based clustering for Illumina Methylation BeadArray (Kuan et al., 2010). There are two parts to this package. The first part provides function to normalize the methylation data from the Illumina GoldenGate platform. We will include the normalization for Illumina Infinium platform in future. The second part provides function to identify subgroups with distinct methylation profiles in Illumina BeadArray. It works for both Infinium and GoldenGate platform, as well as any other platforms including gene expression arrays. The core of the algorithm is based on the paper by Wang and Zhu (2008), which automatically selects important CpGs/probes. LumiWCluster incorporates the detection p-values (a quality measure of probe performance reported by Illumina BeadStudio or GenomeStudio) systematically in the clustering algorithm and avoids arbitrary cutoff for excluding unreliable probes. Further details and motivation can be found in Kuan et al. (2010).

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Coverage
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Documentation

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Documented parameters
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Downloads

LumiWCluster
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Dependencies

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Depends (1)
R >= 2.10.0
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Code & Tests

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Package Timeline

1 release. R releases are shown for context.

  • R
    R 3.2.0 released · 2015-04-16
  • archivedRemoved from CRAN
    2014-05-01
    memory-access errors were not corrected
  • R
    R 3.1.0 released · 2014-04-10
  • R
    R 3.0.0 released · 2013-04-03
  • R
    R 2.15.0 released · 2012-03-30
  • R
    R 2.14.0 released · 2011-10-31
  • R
    R 2.13.0 released · 2011-04-13
  • R
    R 2.12.0 released · 2010-10-15
  • 1.0.2
    2010-09-02
  • R
    R 2.11.0 released · 2010-04-22

Package metadata

Total releases
1
License
GPL (>= 2) OSI
Minimum R
≥ 2.10.0
Bundled data
156 KB / 3 files
Download size
not tracked yet
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With dependencies
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Cite

Cite this package

Run in R for the authors' preferred citation:

citation("LumiWCluster")
Kuan, P. F., & Zhou, X. (n.d.). LumiWCluster: Weighted model based clustering (Version 1.0.2) [Computer software]. Retrieved August 13, 2026, from https://CRAN.R-project.org/package=LumiWCluster

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 LumiWCluster version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-08-11. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-11, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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