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fdaoutlier
View on CRAN: Click
here
Download and install fdaoutlier package within the R console
Install from CRAN:
install.packages("fdaoutlier")
Install from Github:
library("remotes")
install_github("cran/fdaoutlier") Install by package version:
library("remotes")
install_version("fdaoutlier", "0.2.1") Attach the package and use:
library("fdaoutlier")
Maintained by
Oluwasegun Taiwo Ojo
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-26
Latest Update: 2023-09-30
Description:
Some associated R codes: band_depth.R . data.R . directional_outlyingness.R . directional_quantile.R . extremal_depth.R . extreme_rank_length.R . fdaoutlier.R . functional_boxplot.R . hardin_rocke_f_factors.R . linfinity_depth.R . modified_band_depth.R . msplot.R . multivariate_projection_depth.R . muod.R . sequential_transformations.R . simulation_models.R . total_variation_depth.R . tvdmss.R . tvdmss_new.R . Full fdaoutlier package functions and examples
A collection of functions for outlier detection in functional data analysis.
Methods implemented include directional outlyingness by
Dai and Genton (2019) ,
MS-plot by Dai and Genton (2018) ,
total variation depth and modified shape similarity index by
Huang and Sun (2019) , and sequential transformations by
Dai et al. (2020)
How to cite:
Oluwasegun Taiwo Ojo (2020). fdaoutlier: Outlier Detection Tools for Functional Data Analysis. R package version 0.2.1, https://cran.r-project.org/web/packages/fdaoutlier. Accessed 25 Jun. 2026.
Previous versions and publish date:
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Complete documentation for fdaoutlier
Functions, R codes and Examples using
the fdaoutlier R package
Some associated functions: band_depth . dir_out . directional_quantile . extremal_depth . extreme_rank_length . functional_boxplot . hardin_factor_numeric . linfinity_depth . modified_band_depth . msplot . muod . plot_dtt . projection_depth . seq_transform . simulation_model1 . simulation_model2 . simulation_model3 . simulation_model4 . simulation_model5 . simulation_model6 . simulation_model7 . simulation_model8 . simulation_model9 . spanish_weather . total_variation_depth . tvdmss . world_population .
Some associated R codes: band_depth.R . data.R . directional_outlyingness.R . directional_quantile.R . extremal_depth.R . extreme_rank_length.R . fdaoutlier.R . functional_boxplot.R . hardin_rocke_f_factors.R . linfinity_depth.R . modified_band_depth.R . msplot.R . multivariate_projection_depth.R . muod.R . sequential_transformations.R . simulation_models.R . total_variation_depth.R . tvdmss.R . tvdmss_new.R . Full fdaoutlier package functions and examples
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