Differentially Private Principal Component Analysis Visualization


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Documentation for package ‘dppca’ version 0.1.0

Help Pages

adult Adult numeric data
clipped_control Control options for clipped scree estimation
dppca_app Launch the dppca Shiny app
dp_pc_dir Estimate principal component directions
dp_score Differentially private score histograms
dp_score_group Group-wise differentially private score histograms
dp_score_plot Plot differentially private score histograms
dp_score_plot_group Plot group-wise differentially private score histograms
dp_scree Differentially private scree values
dp_scree_plot Plot differentially private scree estimates
gau Five Gaussian clusters
gau_g Five Gaussian clusters with group labels
huber_control Control options for Huber scree estimation
pmwm_control Control options for private modified winsorized scree estimation