Covariate Adaptive Clustering

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Documentation for package ‘predkmeans’ version 0.1.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

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