Robust Analysis of High Dimensional Data

append_fData | Append two compatible univariate functional datasets |

append_mfData | Append two compatible multivariate functional datasets |

area_ordered | Area-under-curve order relation between univariate functional... |

area_under_curve | Area under curve of elements of univariate functional data |

as.mfData | Converting object to 'mfData' class |

BCIntervalSpearman | Bootstrap Confidence Interval on Spearman's Correlation... |

BCIntervalSpearmanMultivariate | Bootstrap Confidence Interval on Spearman's Correlation... |

BD | Band Depth for univariate functional data |

BD_relative | Relative Band Depth of functions in a univariate functional... |

BTestSpearman | Bootstrap Hypothesis Test on Spearman Correlation... |

cor_kendall | Kendall's tau correlation coefficient for bivariate... |

cor_spearman | Spearman's correlation coefficient for multivariate... |

cor_spearman_accuracy | Bootstrap Spearman's correlation coefficient for multivariate... |

cov_fun | Covariance function for functional data |

EI | Epigraph Index of univariate functional dataset |

exp_cov_function | Exponential covariance function over a grid |

fbplot | Functional boxplot of univariate and multivariate functional... |

fData | 'S3' Class for univariate functional datasets. |

fDColorPalette | A set of fancy color to plot functional datasets |

generate_gauss_fdata | Generation of gaussian univariate functional data |

generate_gauss_mfdata | Generation of gaussian multivariate functional data |

HI | Hypograph Index of univariate functional dataset |

HRD | Half-Region Depth for univariate functional data |

maxima | Maxima of a univariate functional dataset |

max_ordered | Maximum order relation between univariate functional data |

MBD | Modified Band Depth for univariate functional data |

MBD_relative | Relative Modified Band Depth of functions in a univariate... |

mean.fData | Cross-sectional mean of of a fData object. |

mean.mfData | Cross-sectional mean of of a mfData object. |

median_fData | Median of a univariate functional dataset |

median_mfData | Median of a multivariate functional dataset |

MEI | Modified Epigraph Index of univariate functional dataset |

mfData | 'S3' class for multivariate functional datasets |

mfD_healthy | ECG trace of healthy subjects |

mfD_LBBB | ECG trace of subjects suffering from Left-Bundle-Branch-Block... |

MHI | Modified Hypograph Index of univariate functional dataset |

MHRD | Modified Half-Region Depth for univariate functional data |

minima | Minima of a univariate functional dataset |

multiMBD | (Modified) Band Depth for multivariate functional data |

multiMEI | Modified Epigraph Index for multivariate functional data |

multiMHI | Modified Hypograph Index for multivariate functional data |

multivariate_outliergram | Outliergram for multivariate functional datasets |

outliergram | Outliergram for univariate functional datasets |

plot.Cov | Specialised method to plot 'Cov' objects |

plot.fData | Specialised method to plot 'fData' objects |

plot.mfData | Specialised method to plot 'mfData' objects |

plus-.fData | Operator '+' and '-' for 'fData' objects |

roahd | roahd: RObust Analysis for High dimensional Data. |

set_alpha | Function to setup alpha value for a set of colours |

sub-.fData | Operator 'sub-.fData' to subset 'fData' obejcts |

sub-.mfData | Operator 'sub-.mfData' to subset 'mfData' obejcts |

times-.fData | Operator '*' and '/' for 'fData' objects |

toListOfValues | Manipulation of 'mfData' list of values |

toRowMatrixForm | Conversion of vector/array/matrix to row-matrix form |

unfold | Unfolding a univariate functional dataset |

warp | Warp elements of a univariate functional dataset |

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