Index

A

adjusted_boxplot() (in module robpy.univariate.adjusted_boxplot)

B

BaseRho (class in robpy.utils.rho)

Boxplot (class in robpy.univariate.adjusted_boxplot)

C

calculate_covariance() (robpy.covariance.base.RobustCovariance method) (robpy.covariance.cellmcd.CellMCD method) (robpy.covariance.initial_ddcw.InitialDDCW method) (robpy.covariance.kendall.KendallTau method) (robpy.covariance.mcd.DetMCD method) (robpy.covariance.mcd.FastMCD method) (robpy.covariance.ogk.OGK method) (robpy.covariance.wrapping.WrappingCovariance method)

cell_MCD_plot() (robpy.covariance.cellmcd.CellMCD method) cellmap() (robpy.outliers.ddc.DDC method) CellMCD (class in robpy.covariance.cellmcd) CellwiseOneStepM (class in robpy.univariate.onestep_m) correlation (robpy.covariance.base.RobustCovariance property) covariance (robpy.covariance.base.RobustCovariance property)

D

DataCleaner (class in robpy.preprocessing.data_cleaner) DDC (class in robpy.outliers.ddc) determinant (robpy.covariance.mcd.HSubset attribute)

DetMCD (class in robpy.covariance.mcd) distance_distance_plot() (robpy.covariance.base.RobustCovariance method) dropped_columns (robpy.preprocessing.data_cleaner.DataCleaner property) dropped_rows (robpy.preprocessing.data_cleaner.DataCleaner property)

F

FastLTSRegression (class in robpy.regression.lts) FastMCD (class in robpy.covariance.mcd) fit() (robpy.covariance.base.RobustCovariance method) (robpy.outliers.ddc.DDC method) (robpy.pca.base.RobustPCA method) (robpy.pca.robpca.ROBPCA method) (robpy.pca.spca.PCALocantore method) (robpy.preprocessing.data_cleaner.DataCleaner method) (robpy.preprocessing.scaling.RobustScaler method) (robpy.preprocessing.transfo.RobustPowerTransformer method) (robpy.regression.base.RobustRegression method) (robpy.regression.lts.FastLTSRegression method) (robpy.regression.mm.MMRegression method) (robpy.regression.s.SRegression method) (robpy.univariate.base.RobustScale method)

G

get_correction_factor() (in module robpy.regression.lts) get_correction_factor_reweighting() (in module robpy.regression.lts)

get_custom_cmap() (in module robpy.outliers.ddc) get_od_cutoff() (in module robpy.pca.base)

H

HSubset (class in robpy.covariance.mcd)

Huber (class in robpy.utils.rho) HuberOneStepM (class in robpy.univariate.onestep_m)

I

impute() (robpy.outliers.ddc.DDC method) indices (robpy.covariance.mcd.HSubset attribute) InitialDDCW (class in robpy.covariance.initial_ddcw)

inverse_submatrix() (in module robpy.utils.general) inverse_transform() (robpy.preprocessing.scaling.RobustScaler method) (robpy.preprocessing.transfo.RobustPowerTransformer method)

K

KendallTau (class in robpy.covariance.kendall)

L

l1median() (in module robpy.utils.median) load_animals() (in module robpy.datasets.base) load_glass() (in module robpy.datasets.base) load_stars() (in module robpy.datasets.base) load_telephone() (in module robpy.datasets.base)

load_topgear() (in module robpy.datasets.base) location (robpy.covariance.mcd.HSubset attribute) (robpy.univariate.base.RobustScale property) LocationOrScaleEstimator (class in robpy.univariate.base) lower_whisker (robpy.univariate.adjusted_boxplot.Boxplot attribute)

M

mahalanobis_distance() (in module robpy.utils.distance) median (robpy.univariate.adjusted_boxplot.Boxplot attribute) MMRegression (class in robpy.regression.mm) module robpy.covariance robpy.covariance.base robpy.covariance.cellmcd robpy.covariance.initial_ddcw robpy.covariance.kendall robpy.covariance.mcd robpy.covariance.ogk robpy.covariance.wrapping robpy.datasets robpy.datasets.base robpy.outliers robpy.outliers.ddc robpy.pca robpy.pca.base robpy.pca.robpca robpy.pca.spca robpy.preprocessing robpy.preprocessing.data_cleaner robpy.preprocessing.scaling robpy.preprocessing.transfo robpy.preprocessing.utils robpy.regression robpy.regression.base robpy.regression.lts robpy.regression.mm robpy.regression.s robpy.univariate robpy.univariate.adjusted_boxplot robpy.univariate.base robpy.univariate.mcd robpy.univariate.onestep_m robpy.univariate.qn robpy.univariate.tau robpy.utils robpy.utils.distance robpy.utils.general robpy.utils.median robpy.utils.outlyingness robpy.utils.rho

N

n_c_steps (robpy.covariance.mcd.HSubset attribute)

O

OGK (class in robpy.covariance.ogk) OneStepM (class in robpy.univariate.onestep_m)

OneStepWrapping (class in robpy.univariate.onestep_m) outlier_map() (robpy.regression.base.RobustRegression method)

P

PCALocantore (class in robpy.pca.spca) plot_outlier_map() (robpy.pca.base.RobustPCA method) predict() (robpy.outliers.ddc.DDC method) (robpy.regression.base.RobustRegression method) (robpy.regression.lts.FastLTSRegression method) (robpy.regression.mm.MMRegression method) (robpy.regression.s.SRegression method)

project() (robpy.pca.base.RobustPCA method) psi() (robpy.utils.rho.BaseRho method) (robpy.utils.rho.Huber method) (robpy.utils.rho.TukeyBisquare method)

Q

q1 (robpy.univariate.adjusted_boxplot.Boxplot attribute)

q3 (robpy.univariate.adjusted_boxplot.Boxplot attribute) Qn (class in robpy.univariate.qn)

R

rho() (robpy.utils.rho.BaseRho method) (robpy.utils.rho.Huber method) (robpy.utils.rho.TukeyBisquare method) ROBPCA (class in robpy.pca.robpca) robpy.covariance module robpy.covariance.base module robpy.covariance.cellmcd module robpy.covariance.initial_ddcw module robpy.covariance.kendall module robpy.covariance.mcd module robpy.covariance.ogk module robpy.covariance.wrapping module robpy.datasets module robpy.datasets.base module robpy.outliers module robpy.outliers.ddc module robpy.pca module robpy.pca.base module robpy.pca.robpca module robpy.pca.spca module robpy.preprocessing module robpy.preprocessing.data_cleaner module robpy.preprocessing.scaling module robpy.preprocessing.transfo module

robpy.preprocessing.utils module robpy.regression module robpy.regression.base module robpy.regression.lts module robpy.regression.mm module robpy.regression.s module robpy.univariate module robpy.univariate.adjusted_boxplot module robpy.univariate.base module robpy.univariate.mcd module robpy.univariate.onestep_m module robpy.univariate.qn module robpy.univariate.tau module robpy.utils module robpy.utils.distance module robpy.utils.general module robpy.utils.median module robpy.utils.outlyingness module robpy.utils.rho module RobustCovariance (class in robpy.covariance.base) RobustPCA (class in robpy.pca.base) RobustPowerTransformer (class in robpy.preprocessing.transfo) RobustRegression (class in robpy.regression.base) RobustScale (class in robpy.univariate.base) RobustScaler (class in robpy.preprocessing.scaling)

S

scale (robpy.covariance.mcd.HSubset attribute) (robpy.regression.base.RobustRegression property) (robpy.univariate.base.RobustScale property)

SRegression (class in robpy.regression.s) stahel_donoho() (in module robpy.utils.outlyingness)

T

Tau (class in robpy.univariate.tau) transform() (robpy.pca.base.RobustPCA method) (robpy.preprocessing.data_cleaner.DataCleaner method) (robpy.preprocessing.scaling.RobustScaler method) (robpy.preprocessing.transfo.RobustPowerTransformer method)

TukeyBisquare (class in robpy.utils.rho)

U

UnivariateMCD (class in robpy.univariate.mcd)

upper_whisker (robpy.univariate.adjusted_boxplot.Boxplot attribute)

W

weighted_median() (in module robpy.utils.median)

wrapping_transformation() (in module robpy.preprocessing.utils) WrappingCovariance (class in robpy.covariance.wrapping)