R: Outlier Detection Tools for Functional Data Analysis

# Outlier Detection Tools for Functional Data Analysis

## Documentation for package ‘fdaoutlier’ version 0.2.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

band_depth | Compute the band depth for a sample of curves/observations.
directional_quantile | Compute directional quantile outlyingness for a sample of discretely observed curves
dir_out | Dai & Genton (2019) Directional outlyingness for univariate or multivariate functional data.
extremal_depth | Compute extremal depth for functional data
extreme_rank_length | Compute the Extreme Rank Length Depth.
functional_boxplot | Functional Boxplot for a sample of functions.
hardin_factor_numeric | Compute F distribution factors for approximating the tail of the distribution of robust MCD distance.
linfinity_depth | Compute the L-infinity depth of a sample of curves/functions.
modified_band_depth | Compute the modified band depth for a sample of curves/functions.
msplot | Outlier Detection using Magnitude-Shape Plot (MS-Plot) based on the directional outlyingness for functional data.
muod | Massive Unsupervised Outlier Detection (MUOD)
plot_dtt | Plot Data from simulation models
projection_depth | Random projection for multivariate data
seq_transform | Find and classify outliers functional outliers using Sequential Transformation
simulation_model1 | Convenience function for generating functional data
simulation_model2 | Convenience function for generating functional data
simulation_model3 | Convenience function for generating functional data
simulation_model4 | Convenience function for generating functional data
simulation_model5 | Convenience function for generating functional data
simulation_model6 | Convenience function for generating functional data
simulation_model7 | Convenience function for generating functional data
simulation_model8 | Convenience function for generating functional data
simulation_model9 | Convenience function for generating functional data
spanish_weather | Spanish Weather Data
total_variation_depth | Total Variation Depth and Modified Shape Similarity Index
tvdmss | Outlier detection using the total variation depth and modified shape similarity index.
tvd_mss | Outlier detection using the total variation depth and modified shape similarity index.
world_population | World Population Data by Countries