Robust Estimation for Compositional Data

addLR | Additive log-ratio transformation |

addLRinv | Additive logistic transformaton |

aDist | Aitchison distance |

adjust | Adjusting for original scale |

adtest | Anderson-Darling Normality Tests |

adtestWrapper | Wrapper for Anderson-Darling tests |

ageCatWorld | child, middle and eldery population |

alcohol | alcohol consumptions by country and type of alcohol |

alcoholreg | regional alcohol per capita (15+) consumption by WHO region |

arcticLake | arctic lake sediment data |

balances | Balance calculation |

balZav | New average symmetric coordinates |

biomarker | biomarker |

biplot.factanal | Biplot method |

biplot.pcaCoDa | Biplot method |

bootnComp | Bootstrap to find optimal number of components |

cancer | hospital discharges on cancer and distribution of age |

cancerMN | malignant neoplasms cancer |

ced | compositional error deviation |

cenLR | Centred log-ratio transformation |

cenLRinv | Inverse centred log-ratio transformation |

chorizonDL | C-horizon of the Kola data with rounded zeros |

clustCoDa | Cluster analysis for compositional data |

clustCoDa_qmode | Q-mode cluster analysis for compositional parts |

coffee | coffee data set |

compareMahal | Compares Mahalanobis distances from two approaches |

constSum | Constant sum |

coord | Coordinate representation of CoDa tables |

corCoDa | Correlations for compositional data |

daCoDa | Linear and quadratic discriminant analysis for compositional... |

daFisher | Discriminant analysis by Fisher Rule. |

economy | economic indicators |

educFM | education level of father (F) and mother (M) |

election | election data |

electionATbp | Austrian presidential election data |

employment | employment in different countries by gender and status. |

employment_df | Employment in different countries by gender and status. |

expenditures | synthetic household expenditures toy data set |

expendituresEU | mean consumption expenditures data. |

GDPsatis | GDP satisfaction |

gemas | GEMAS geochemical data set |

gm | gmean |

gmean | geometric mean |

govexp | government spending |

haplogroups | haplogroups data. |

ilr.2x2 | ilr coordinates in 2x2 tables |

impAll | Replacement of rounded zeros and missing values. |

impCoda | Imputation of missing values in compositional data |

impKNNa | Imputation of missing values in compositional data using knn... |

impRZalr | alr EM-based Imputation for Rounded Zeros |

impRZilr | EM-based replacement of rounded zeros in compositional data |

imputeBDLs | EM-based replacement of rounded zeros in compositional data |

ind2x2 | Independence 2x2 table |

indTab | Independence table |

instw | value added, output and input for different ISIC codes and... |

int2x2 | Interaction 2x2 table |

intArray | Interaction array |

intTab | Interaction table |

isic32 | ISIC codes by name |

laborForce | labour force by status in employment |

lifeExpGdp | life expectancy and GDP (2008) for EU-countries |

lmCoDaX | Classical and robust regression of non-compositional response... |

machineOperators | machine operators |

mcad | metabolomics mcad data set |

missPatterns | missing or zero pattern structure. |

mortality | mortality and life expectancy in the EU |

mortality_tab | mortality table |

nutrients | nutrient contents |

nutrients_branded | nutrient contents (branded) |

orthbasis | Orthonormal basis |

outCoDa | Outlier detection for compositional data |

payments | special payments |

pcaCoDa | Robust principal component analysis for compositional data |

perturbation | Perturbation and powering |

pfa | Factor analysis for compositional data |

phd | PhD students in the EU |

phd_totals | PhD students in the EU (totals) |

pivotCoord | Pivot coordinates and their inverse |

plot.imp | Plot method for objects of class imp |

plot.pcaCoDa | Plot method |

precipitation | 24-hour precipitation |

print.imp | Print method for objects of class imp |

production | production splitted by nationality on enterprise level |

pTab | Propability table |

rcodes | codes for UNIDO tables |

rdcm | relative difference between covariance matrices |

robCompositions-package | Robust Estimation for Compositional Data. |

rSDev | Relative simplicial deviance |

rSDev.test | Relative simplicial deviance tests |

SDev | Simplicial deviance |

skyeLavas | aphyric skye lavas data |

socExp | social expenditures |

stats | Classical estimates for tables |

summary.imp | Summary method for objects of class imp |

teachingStuff | teaching stuff |

ternaryDiag | Ternary diagram |

ternaryDiagAbline | Adds a line to a ternary diagram. |

ternaryDiagEllipse | Adds tolerance ellipses to a ternary diagram. |

ternaryDiagPoints | Add points or lines to a given ternary diagram. |

trondelagC | regional geochemical survey of soil C in Norway |

trondelagO | regional geochemical survey of soil O in Norway |

unemployed | unemployed of young people |

variation | Robust and classical variation matrix |

zeroOut | Detection of outliers of zero-inflated data |

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