Other packages > Find by keyword >

partition  

Agglomerative Partitioning Framework for Dimension Reduction
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("partition", "0.2.2")



Attach the package and use:
library("partition")
Maintained by
Malcolm Barrett
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-17
Latest Update: 2024-10-09
Description:
A fast and flexible framework for agglomerative partitioning. 'partition' uses an approach called Direct-Measure-Reduce to create new variables that maintain the user-specified minimum level of information. Each reduced variable is also interpretable: the original variables map to one and only one variable in the reduced data set. 'partition' is flexible, as well: how variables are selected to reduce, how information loss is measured, and the way data is reduced can all be customized. 'partition' is based on the Partition framework discussed in Millstein et al. (2020) .
How to cite:
Malcolm Barrett (2019). partition: Agglomerative Partitioning Framework for Dimension Reduction. R package version 0.2.2, https://cran.r-project.org/web/packages/partition. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.0 (2019-05-17 09:00), 0.1.1 (2019-12-12 07:30), 0.1.2 (2020-05-24 23:40), 0.1.3 (2021-01-07 23:30), 0.1.4 (2021-10-05 06:20), 0.2.0 (2024-01-24 20:20), 0.2.1 (2024-05-22 17:40)
Other packages that cited partition R package
View partition citation profile
Other R packages that partition depends, imports, suggests or enhances
Complete documentation for partition
Functions, R codes and Examples using the partition R package
Some associated functions: all_columns_reduced . all_done . append_mappings . as_director . as_measure . as_partition . as_partition_helpers . as_partition_step . as_partitioner . as_reducer . assign_partition . baxter_data . binary_k_search . build_next_name . calculate_new_variable . compare_k . compare_metric . corr . direct_distance . direct_k_cluster . direct_measure_reduce . filter_reduced . find_min_distance_variables . fit_distance_matrix . guess_init_k . handle_missing . hits . icc . icc_r . is_partition . is_partition_step . is_partitioner . is_same_function . k_exhausted . kmeans_helpers . linear_k_search . map_partition . mapping_helpers . mapping_key . matrix_is_exhausted . measure_icc . measure_min_icc . measure_min_r2 . measure_std_mutualinfo . measure_variance_explained . mutual_information . part_icc . part_kmeans . part_minr2 . part_pc1 . part_stdmi . partition . partition_scores . paste_partitioners . permute_df . pipe . plot_partitions . plot_permutation . print_color . print_helpers . pull_mappings . reduce_first_component . reduce_kmeans . reduce_mappings . reduce_scaled_mean . reduce_target . replace_partitioner . return_if_single . rewind_target . scaled_mean . search_k . simplify_names . simulate_block_data . super_partition . test_permutation . update_dist . 
Some associated R codes: RcppExports.R . data.R . directors.R . mappings.R . metrics.R . mutual_information.R . partition.R . partitioners.R . permutation.R . plot.R . print.R . reducers.R . simulate_block.R . super_partition.R . utils-pipe.R . utils.R .  Full partition package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
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  
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  
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  
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