Predictive Approaches in Psychology

Documentation for package ‘PredPsych’ version 0.4

PredPsych-package	PredPsych.
classifyFun	Generic Classification Analyses
ClassPerm	Permutation Analysis for classification
DimensionRed	Generic Dimensionallity Reduction Function
DTModel	Generic Decision Tree Function
fscore	f-score
KinData	Kinematics Dataset A dataset containing part of the motion capture dataset freely available in the publication (Ansuini et al., 2015).The dataset was obtained by recording 15 naive participants performing reach-to-grasp movements towards two differently sized objects: a small object (i.e., hazelnut) and a large object (i.e., grapefruit). The variables are as follows:
LinearDA	Cross-validated Linear Discriminant Analysis
ModelCluster	Model based Clustering
overallConfusionMetrics	Confusion Matrix metrics for Cross-validation
predictNewData	Predict Class membership for New Data
PredPsych	PredPsych.