Covariate Adaptive Clustering

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Documentation for package ‘predkmeans’ version 0.1.1

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predkmeans-package Covariate Adaptive Clustering
assignCluster Make Cluster Assignments
createCVgroups Creating k-fold Cross-Validation Groups
createPCAmodelmatrix Create Principal Component Analysis (PCA) scores matrix
createTPRSmodelmatrix Create matrix of Thin-Plate Regression Splines (TPRS)
mlogit Multinomial Logistic Regression
predictionMetrics Measures of Prediction Performance
predictMixExp Prediction of Cluster Membership
predictMixExp.predkmeans Prediction of Cluster Membership
predictML Prediction of Cluster Membership
predictML.predkmeans Prediction of Cluster Membership
predictSVM Prediction of Cluster Membership
predictSVM.predkmeans Prediction of Cluster Membership
predkmeans Predictive K-means Clustering
predkmeansCVest Cross-validation of Predictive K-means Clustering
predkmeansCVpred Cross-validation of Predictive K-means Clustering
relevel.predkmeans Re-order cluster labels