Other packages > Find by keyword >

adamethods  

Archetypoid Algorithms and Anomaly Detection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("adamethods", "1.2.1")



Attach the package and use:
library("adamethods")
Maintained by
Guillermo Vinue
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-11-14
Latest Update: 2020-08-04
Description:
Collection of several algorithms to obtain archetypoids with small and large databases, and with both classical multivariate data and functional data (univariate and multivariate). Some of these algorithms also allow to detect anomalies (outliers). Please see Vinue and Epifanio (2020) .
How to cite:
Guillermo Vinue (2018). adamethods: Archetypoid Algorithms and Anomaly Detection. R package version 1.2.1, https://cran.r-project.org/web/packages/adamethods. Accessed 10 Mar. 2026.
Previous versions and publish date:
1.0 (2018-11-14 15:40), 1.1 (2018-11-26 14:30), 1.2 (2019-03-06 17:02)
Other packages that cited adamethods R package
View adamethods citation profile
Other R packages that adamethods depends, imports, suggests or enhances
Complete documentation for adamethods
Functions, R codes and Examples using the adamethods R package
Some associated functions: adalara . adalara_no_paral . archetypoids_funct . archetypoids_funct_multiv . archetypoids_funct_multiv_robust . archetypoids_funct_robust . archetypoids_norm_frob . archetypoids_robust . bisquare_function . do_ada . do_ada_robust . do_alphas_rss . do_alphas_rss_multiv . do_clean . do_clean_multiv . do_fada . do_fada_multiv . do_fada_multiv_robust . do_fada_robust . do_knno . do_outl_degree . fadalara . fadalara_no_paral . frame_in_r . frobenius_norm . frobenius_norm_funct . frobenius_norm_funct_multiv . frobenius_norm_funct_multiv_robust . frobenius_norm_funct_robust . frobenius_norm_robust . int_prod_mat . int_prod_mat_funct . int_prod_mat_sq . int_prod_mat_sq_funct . outl_toler . stepArchetypesRawData_funct . stepArchetypesRawData_funct_multiv . stepArchetypesRawData_funct_multiv_robust . stepArchetypesRawData_funct_robust . stepArchetypesRawData_norm_frob . stepArchetypesRawData_robust . 
Some associated R codes: adalara.R . adalara_no_paral.R . archetypoids_funct.R . archetypoids_funct_internal.R . archetypoids_funct_multiv.R . archetypoids_funct_multiv_internal.R . archetypoids_funct_multiv_robust.R . archetypoids_funct_multiv_robust_internal.R . archetypoids_funct_robust.R . archetypoids_funct_robust_internal.R . archetypoids_norm_frob.R . archetypoids_norm_frob_internal.R . archetypoids_robust.R . archetypoids_robust_internal.R . bisquare_function.R . do_ada.R . do_ada_robust.R . do_alphas_rss.R . do_alphas_rss_multiv.R . do_clean.R . do_clean_multiv.R . do_fada.R . do_fada_multiv.R . do_fada_multiv_robust.R . do_fada_robust.R . do_kNNo.R . do_outl_degree.R . fadalara.R . fadalara_no_paral.R . frame_in_r.R . frobenius_norm.R . frobenius_norm_funct.R . frobenius_norm_funct_multiv.R . frobenius_norm_funct_multiv_robust.R . frobenius_norm_funct_robust.R . frobenius_norm_robust.R . int_prod_mat.R . int_prod_mat_funct.R . int_prod_mat_sq.R . int_prod_mat_sq_funct.R . memento.R . outl_toler.R . stepArchetypesRawData_funct.R . stepArchetypesRawData_funct_internal.R . stepArchetypesRawData_funct_multiv.R . stepArchetypesRawData_funct_multiv_internal.R . stepArchetypesRawData_funct_multiv_robust.R . stepArchetypesRawData_funct_multiv_robust_internal.R . stepArchetypesRawData_funct_robust.R . stepArchetypesRawData_funct_robust_internal.R . stepArchetypesRawData_norm_frob.R . stepArchetypesRawData_norm_frob_internal.R . stepArchetypesRawData_robust.R . stepArchetypesRawData_robust_internal.R .  Full adamethods 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  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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