Utility Functions for Large-scale Data


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Documentation for package ‘bigutilsr’ version 0.1.1

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hist_out Outlier detection (histogram)
LOF Local Outlier Factor (LOF)
nclass.scottRob Compute the Number of Classes for a Histogram
pca_adjust Adjusting shrinkage in PC scores
pca_nspike Number of spikes in PCA
rollmean Gaussian smoothing
tukey_mc_up Outlier detection threshold (upper)