Leave One Out Kernel Density Estimates for Outlier Detection

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Documentation for package ‘lookout’ version 2.0.0

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

autoplot.lookoutliers	Plots outliers identified by lookout algorithm.
autoplot.persistingoutliers	Plots outlier persistence for a range of significance levels.
find_tda_bw	Identifies bandwidth for outlier detection.
lookout	Identifies outliers using the algorithm lookout.
lookout_ts	Identifies outliers in univariate time series using the algorithm lookout.
mvscale	Compute robust multivariate scaled data
persisting_outliers	Computes outlier persistence for a range of significance values.