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README.md
In predkmeans: Covariate Adaptive Clustering
predkmeans
R Package for implementing the predictive k-means method.
Clusters multivariate exposures, 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 PCA scores using either multinomial
logistic regression or SVMs. For method details see Keller et al. (2017)
doi:10.1214/16-AOAS992
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predkmeans documentation built on Jan. 11, 2020, 9:29 a.m.
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predkmeans
R Package for implementing the predictive k-means method.
Clusters multivariate exposures, 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 PCA scores using either multinomial logistic regression or SVMs. For method details see Keller et al. (2017) doi:10.1214/16-AOAS992
Try the predkmeans package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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