Composite Indicator Construction and Analysis

aggregate | Aggregate indicators |

ASEMAggMeta | ASEM aggregate metadata |

ASEMIndData | ASEM raw indicator data |

ASEMIndMeta | ASEM indicator metadata |

assemble | Build COIN object |

BoxCox | Box Cox transformation |

build_ASEM | Builds ASEM example |

checkData | Detailed unit data check and screener by data availability |

coin2Excel | Write a COIN to Excel |

COINToolIn | Import data directly from COIN Tool |

coin_win | Winsorisation helper function |

colourTable | Conditionally formatted table |

compareDF | Compare two data frames |

compTable | Rank comparison table between two COINs |

compTableMulti | Rank tables between multiple COINs |

copeland | Copeland scores |

corrweightscat | Scatter plot of correlations against weights |

denominate | Denominate indicator data sets |

effectiveWeight | Effective weights |

extractYear | Impute panel data |

geoMean | Weighted geometric mean |

geoMean_rescaled | Rescaled weighted geometric mean |

getCorr | Get different types of correlation matrices |

getCronbach | Cronbach's alpha |

getIn | Get subsets of indicator data |

getPCA | Perform PCA on a COIN |

getResults | Results summary tables |

getStats | Get table of indicator statistics for any data set |

getStrengthNWeak | Generate strengths and weaknesses for a specified unit |

getUnitReport | Generate unit report |

getUnitSummary | Generate unit summary table |

harMean | Weighted harmonic mean |

hicorrSP | Highly correlated indicators in the same aggregation group |

impute | Impute missing data |

indChange | Add and remove indicators |

indDash | Indicator visualisation dashboard |

iplotBar | Bar chart |

iplotCorr | Correlation heatmap |

iplotIndDist | Interactive indicator distribution plots |

iplotIndDist2 | Interactive indicator distribution plots for two indicators... |

iplotMap | Choropleth map |

iplotRadar | Radar chart |

iplotTable | Results table |

is.COIN | Check if an object is a COIN |

loggish | Log-type transformation of a vector |

names2Codes | Generate short codes from long names |

noisyWeights | Noisy replications of weights |

normalise | Normalise indicator data sets |

outrankMatrix | Outranking matrix |

plotCorr | Static heatmaps of correlation matrices |

plotframework | Interactive sunburst plot of index structure |

plotIndDist | Static indicator distribution plots |

plotIndDot | Dot plots of single indicator with highlighting |

plotSA | Plot sensitivity indices |

plotSARanks | Plot ranks from an uncertainty/sensitivity analysis |

print.COIN | Print COIN |

rankDF | Convert a data frame to ranks |

regen | Regenerate COIN object |

removeElements | Check the effect of removing indicators or aggregates |

replaceDF | Replace multiple values in a data frame |

resultsDash | Results visualisation dashboard |

rew8r | Re-weight indicators |

roundDF | Round down a data frame |

SA_estimate | Estimate sensitivity indices |

SA_sample | Generate sample for sensitivity analysis |

sensitivity | Sensitivity analysis |

treat | Treatment of outliers |

weightOpt | Weight optimisation |

weights2corr | Recalculate correlations and ranks based on new weights |

WorldDenoms | World denomination data |

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