Other packages > Find by keyword >

biclustermd  

Biclustering with Missing Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("biclustermd", "0.2.3")



Attach the package and use:
library("biclustermd")
Maintained by
John Reisner
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-09-30
Latest Update: 2021-06-17
Description:
Biclustering is a statistical learning technique that simultaneously partitions and clusters rows and columns of a data matrix. Since the solution space of biclustering is in infeasible to completely search with current computational mechanisms, this package uses a greedy heuristic. The algorithm featured in this package is, to the best our knowledge, the first biclustering algorithm to work on data with missing values. Li, J., Reisner, J., Pham, H., Olafsson, S., and Vardeman, S. (2020) Biclustering with Missing Data. Information Sciences, 510, 304
How to cite:
John Reisner (2019). biclustermd: Biclustering with Missing Data. R package version 0.2.3, https://cran.r-project.org/web/packages/biclustermd. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:21), 0.1.0 (2019-09-30 13:40), 0.2.0 (2019-12-07 06:20), 0.2.1 (2020-02-18 06:30), 0.2.2 (2020-04-15 07:10), 0.2.3 (2021-06-17 17:10), 0.2.4 (2025-08-22 20:40)
Other packages that cited biclustermd R package
View biclustermd citation profile
Other R packages that biclustermd depends, imports, suggests or enhances
Complete documentation for biclustermd
Functions, R codes and Examples using the biclustermd R package
Some associated functions: as.Biclust . autoplot.biclustermd . autoplot.biclustermd_sim . autoplot.biclustermd_sse . biclustermd-package . biclustermd . binary_vector_gen . cell_heatmap . cell_mse . cluster_iteration_sum_sse . col.names.biclustermd . col.names . col_cluster_names . compare_biclusters . fill_empties_P . fill_empties_Q . format_partition . gather.biclustermd . jaccard_similarity . mse_heatmap . part_matrix_to_vector . partition_gen . partition_gen_by_p . position_finder . print.biclustermd . reorder_biclust . rep_biclustermd . results_heatmap . row.names.biclustermd . row_cluster_names . runtimes . synthetic . tune_biclustermd . 
Some associated R codes: as.Biclust.R . autoplot.biclustermd.R . autoplot.biclustermd_sim.R . autoplot.biclustermd_sse.R . biclustermd-package.R . biclustermd.R . binary_vector_gen.R . cell_heatmap.R . cell_mse.R . cluster_iteration_sum_sse.R . col.names.R . col.names.biclustermd.R . col_cluster_names.R . compare_biclusters.R . fill_empties_P.R . fill_empties_Q.R . format_partition.R . gather.biclustermd.R . globalvars.R . jaccard.R . mse_heatmap.R . part_matrix_to_vector.R . partition_gen.R . partition_gen_by_p.R . position_finder.R . print.R . reorder_biclust.R . rep_biclustermd.R . results_heatmap.R . row.names.biclustermd.R . row_cluster_names.R . runtimes.R . synthetic.R . tune_biclustermd.R .  Full biclustermd package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
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  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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