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
predkmeans
View on CRAN: Click
here
Download and install predkmeans package within the R console
Install from CRAN:
install.packages("predkmeans")
Install from Github:
library("remotes")
install_github("cran/predkmeans")
Install by package version:
library("remotes")
install_version("predkmeans", "0.1.1")
Attach the package and use:
library("predkmeans")
Maintained by
Joshua Keller
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-09
Latest Update: 2019-12-16
Description:
Implements the predictive k-means method for clustering observations, using a mixture of experts model to allow covariates to influence cluster centers. Motivated by air pollution epidemiology settings, where cluster membership needs to be predicted across space. Includes functions for predicting cluster membership using spatial splines and principal component analysis (PCA) scores using either multinomial logistic regression or support vector machines (SVMs). For method details see Keller et al. (2017) .
How to cite:
Joshua Keller (2017). predkmeans: Covariate Adaptive Clustering. R package version 0.1.1, https://cran.r-project.org/web/packages/predkmeans. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.1.0 (2017-11-09 19:48)
Other packages that cited predkmeans R package
View predkmeans citation profile
Other R packages that predkmeans depends,
imports, suggests or enhances
Complete documentation for predkmeans
Functions, R codes and Examples using
the predkmeans R package
Some associated functions: assignCluster . createCVgroups . createPCAmodelmatrix . createTPRSmodelmatrix . mlogit . predictML.predkmeans . predictionMetrics . predkmeans-package . predkmeans . predkmeansCVest . relevel.predkmeans .
Some associated R codes: RcppExports.R . functions_aux.R . functions_cv.R . functions_mlogit.R . functions_predict.R . functions_predkmeans.R . predkmeans.R . Full predkmeans package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
bacondecomp
Decomposition for differences-in-differences with variation in
treatment timing from Goodman-Bacon ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Evan Flack (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)
robregcc
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Aditya Mishra (view profile)
con2aqi
To calculate the AQI (Air Quality Index) from pollutant concentration data.
O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Zhicheng Du (view profile)