R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
kamila
View on CRAN: Click
here
Download and install kamila package within the R console
Install from CRAN:
install.packages("kamila")
Install from Github:
library("remotes")
install_github("cran/kamila")
Install by package version:
library("remotes")
install_version("kamila", "0.1.2")
Attach the package and use:
library("kamila")
Maintained by
Alexander Foss
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.kamila . https://github.com/ahfoss/kamila/issues . https://github.com/ahfoss/kamila . kamila citation info . kamila results . kamila.pdf . kamila_0.1.2.tar.gz . kamila_0.1.2.zip . kamila_0.1.2.zip . kamila_0.1.2.zip . kamila_0.1.2.tgz . kamila_0.1.2.tgz . kamila_0.1.2.tgz . kamila_0.1.2.tgz . kamila_0.1.2.tgz . kamila_0.1.2.tgz . kamila archive . https://CRAN.R-project.org/package=kamila .
First Published: 2016-08-19
Latest Update: 2020-03-13
Description:
Implements methods for clustering mixed-type data,
specifically combinations of continuous and nominal data. Special attention
is paid to the often-overlooked problem of equitably balancing the
contribution of the continuous and categorical variables. This package
implements KAMILA clustering, a novel method for clustering
mixed-type data in the spirit of k-means clustering. It does not require
dummy coding of variables, and is efficient enough to scale to rather large
data sets. Also implemented is Modha-Spangler clustering, which uses a
brute-force strategy to maximize the cluster separation simultaneously in the
continuous and categorical variables. For more information, see Foss, Markatou,
Ray, & Heching (2016) and Foss & Markatou
(2018) .
How to cite:
Alexander Foss (2016). kamila: Methods for Clustering Mixed-Type Data. R package version 0.1.2, https://cran.r-project.org/web/packages/kamila. Accessed 12 Apr. 2025.
Previous versions and publish date:
Other packages that cited kamila R package
View kamila citation profile
Other R packages that kamila depends,
imports, suggests or enhances
Complete documentation for kamila
Functions, R codes and Examples using
the kamila R package
Some associated functions: classifyKamila . dptmCpp . dummyCodeFactorDf . genMixedData . gmsClust . kamila-package . kamila . wkmeans .
Some associated R codes: RcppExports.R . calc_approx_bic_deprec.R . gen_mixed_data.R . kamila.R . misc_functions.R . modha_spangler.R . prediction_strength_deprec.R . Full kamila package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
dials
Many models contain tuning parameters (i.e. parameters that
cannot be directly estimated from the d ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Hannah Frick (view profile)
oysteR
Collects a list of your third party R packages, and
scans them with the 'OSS' Index provided by 'So ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Colin Gillespie (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
modeest
Provides estimators of the mode of univariate
data or univariate distributions. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul Poncet (view profile)
rem
Calculate endogenous network effects in event sequences and fit relational event models (REM): Using ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laurence Brandenberger (view profile)
pampe
Implements the Panel Data Approach Method for program evaluation as developed in Hsiao, Ching and Ki ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ainhoa Vega-Bayo (view profile)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
