Other packages > Find by keyword >

predkmeans  

Covariate Adaptive Clustering
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]
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
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  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
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  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  
con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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