predkmeans (0.1.1)

0 users

Covariate Adaptive Clustering.

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) .

Maintainer: Joshua Keller
Author(s): Joshua Keller

License: GPL-3 | file LICENSE

Uses: e1071, maxLik, mgcv, Rcpp

Released 3 months ago.

1 previous version



  (0 votes)


  (0 votes)

Log in to vote.


No one has written a review of predkmeans yet. Want to be the first? Write one now.

Related packages:(20 best matches, based on common tags.)

Search for predkmeans on google, google scholar, r-help, r-devel.

Visit predkmeans on R Graphical Manual.