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akmedoids  

Anchored Kmedoids for Longitudinal Data Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("akmedoids", "1.3.0")



Attach the package and use:
library("akmedoids")
Maintained by
Monsuru Adepeju
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-03-24
Latest Update: 2023-03-11
Description:
Advances a novel adaptation of longitudinal k-means clusteringtechnique Genolini et al. 2015 doi10.18637jss.v065.i04for grouping trajectories based on the similarities of theirlong-term trends and determines the optimal solution basedon either the average silhouette width Rousseeuw P. J. 1987or the Calinski-Harabatz criterion Calinski and Harabatz 1974doi10.108003610927408827101. Includes functions to extractdescriptive statistics and generate a visualisation of theresulting groups drawing methods from the ggplot2 library Wickham H. 2016doi10.1007978-3-319-24277-4. The package also includes a number ofother useful functions for exploring and manipulating longitudinaldata prior to the clustering process.
How to cite:
Monsuru Adepeju (2019). akmedoids: Anchored Kmedoids for Longitudinal Data Clustering. R package version 1.3.0, https://cran.r-project.org/web/packages/akmedoids. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.0 (2019-03-24 09:23), 0.1.1 (2019-04-18 20:30), 0.1.2 (2019-04-19 23:00), 0.1.5 (2020-01-10 01:30), 1.3.0 (2021-04-13 06:50)
Other packages that cited akmedoids R package
View akmedoids citation profile
Other R packages that akmedoids depends, imports, suggests or enhances
Functions, R codes and Examples using the akmedoids R package
Some associated functions: TO1Risk . akclustr . alpha_label . clustr . data_imputation . elbow_point . outlier_detect . plot_akstats . popl . print_akstats . props . rates . remove_rows_n . simulated . traj . traj_w_spaces . w_spaces . 
Some associated R codes: akclustr.R . alpha_label.R . data.R . data_imputation.R . elbow_point.R . outlier_detect.R . plot_akstats.R . print_akstats.R . props.R . rates.R . remove_rows_n.R . w_spaces.R .  Full akmedoids package functions and examples
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